diff --git a/doc/source/protocols/signal/time_of_flight.rst b/doc/source/protocols/signal/time_of_flight.rst
index 0d2561b60..8fc93c626 100644
--- a/doc/source/protocols/signal/time_of_flight.rst
+++ b/doc/source/protocols/signal/time_of_flight.rst
@@ -37,7 +37,7 @@ Acquisition
 .. testcode::
    :hide:
 
-   from qibolab.execution_parameters import AcquisitionType
+   from qibolab import AcquisitionType
 
 It is important to note that this experiment makes use of the RAW acquisition mode (see `Qibolab documentation <https://qibo.science/qibolab/stable/api-reference/qibolab.html#qibolab.execution_parameters.AcquisitionType>`_), which may require some specific care depending on the instrument employed (for some devices demodulation could be used, or this mode could be available for just a single qubit at a time).
 
diff --git a/doc/source/tutorials/advanced.rst b/doc/source/tutorials/advanced.rst
index 3b9a99ca4..eb27f068d 100644
--- a/doc/source/tutorials/advanced.rst
+++ b/doc/source/tutorials/advanced.rst
@@ -190,8 +190,8 @@ In the acquisition function we are going to perform the experiment.
 
       .. code-block:: python
 
-        from qibolab.platform import Platform
-        from qibolab.qubits import QubitId, QubitPairId
+        from qibolab import Platform
+        from qibocal.auto.operation import QubitId, QubitPairId
         from typing import Union
 
         def acquisition(params: RoutineParameters, platform: Platform, targets: Union[list[QubitId], list[QubitPairId], list[list[QubitId]]]) -> RoutineData
@@ -200,8 +200,8 @@ In the acquisition function we are going to perform the experiment.
 
 .. code-block:: python
 
-    from qibolab.platform import Platform
-    from qibolab.qubits import QubitId
+    from qibolab import Platform
+    from qibocal.auto.operation import QubitId
 
     def acquisition(
         params: RotationParameters,
@@ -252,7 +252,7 @@ parameters for each qubit.
 
 .. code-block:: python
 
-    from qibolab.qubits import QubitId
+    from qibocal.auto.operation import QubitId
 
     @dataclass
     class RotationResults(Results):
@@ -344,7 +344,7 @@ Here is the plotting function for the protocol that we are coding:
 .. code-block:: python
 
     import plotly.graph_objects as go
-    from qibolab.qubits import QubitId
+    from qibocal.auto.operation import QubitId
 
     def plot(data: RotationData, fit: RotationResults, target: QubitId):
     """Plotting function for rotation."""
diff --git a/poetry.lock b/poetry.lock
index deb03225e..111af1183 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -864,13 +864,13 @@ lxml = ["lxml"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.5"
+version = "0.24.6"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.24.5-py3-none-any.whl", hash = "sha256:d93fb63b1f1a919a22ce91a14518974e81fc4610bf344dfe7572343ce8d3aced"},
-    {file = "huggingface_hub-0.24.5.tar.gz", hash = "sha256:7b45d6744dd53ce9cbf9880957de00e9d10a9ae837f1c9b7255fc8fa4e8264f3"},
+    {file = "huggingface_hub-0.24.6-py3-none-any.whl", hash = "sha256:a990f3232aa985fe749bc9474060cbad75e8b2f115f6665a9fda5b9c97818970"},
+    {file = "huggingface_hub-0.24.6.tar.gz", hash = "sha256:cc2579e761d070713eaa9c323e3debe39d5b464ae3a7261c39a9195b27bb8000"},
 ]
 
 [package.dependencies]
@@ -939,13 +939,13 @@ sparktrials = ["pyspark"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
-    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
+    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
@@ -961,13 +961,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.2.0"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-8.2.0-py3-none-any.whl", hash = "sha256:11901fa0c2f97919b288679932bb64febaeacf289d18ac84dd68cb2e74213369"},
-    {file = "importlib_metadata-8.2.0.tar.gz", hash = "sha256:72e8d4399996132204f9a16dcc751af254a48f8d1b20b9ff0f98d4a8f901e73d"},
+    {file = "importlib_metadata-8.4.0-py3-none-any.whl", hash = "sha256:66f342cc6ac9818fc6ff340576acd24d65ba0b3efabb2b4ac08b598965a4a2f1"},
+    {file = "importlib_metadata-8.4.0.tar.gz", hash = "sha256:9a547d3bc3608b025f93d403fdd1aae741c24fbb8314df4b155675742ce303c5"},
 ]
 
 [package.dependencies]
@@ -980,21 +980,25 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.4"
 description = "Read resources from Python packages"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
-    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
+    {file = "importlib_resources-6.4.4-py3-none-any.whl", hash = "sha256:dda242603d1c9cd836c3368b1174ed74cb4049ecd209e7a1a0104620c18c5c11"},
+    {file = "importlib_resources-6.4.4.tar.gz", hash = "sha256:20600c8b7361938dc0bb2d5ec0297802e575df486f5a544fa414da65e13721f7"},
 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -1288,153 +1292,149 @@ files = [
 
 [[package]]
 name = "lxml"
-version = "5.2.2"
+version = "5.3.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = false
 python-versions = ">=3.6"
 files = [
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 [package.dependencies]
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 [[package]]
 name = "onnxruntime"
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 description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
 optional = true
 python-versions = "*"
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 ]
 
 [package.dependencies]
 coloredlogs = "*"
 flatbuffers = "*"
-numpy = ">=1.21.6,<2.0"
+numpy = ">=1.21.6"
 packaging = "*"
 protobuf = "*"
 sympy = "*"
@@ -2393,13 +2404,13 @@ testutils = ["gitpython (>3)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.1.2"
+version = "3.1.3"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = true
 python-versions = ">=3.6.8"
 files = [
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 ]
 
 [package.extras]
@@ -2582,13 +2593,13 @@ files = [
 
 [[package]]
 name = "qibo"
-version = "0.2.7"
+version = "0.2.11"
 description = "A framework for quantum computing with hardware acceleration."
 optional = false
-python-versions = "<3.12,>=3.9"
+python-versions = "<3.13,>=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -2599,40 +2610,46 @@ networkx = ">=3.2.1,<4.0.0"
 numpy = ">=1.26.4,<2.0.0"
 openqasm3 = {version = ">=0.5.0", extras = ["parser"]}
 scipy = ">=1.10.1,<2.0.0"
+setuptools = ">=69.1.1,<71.0.0"
 sympy = ">=1.11.1,<2.0.0"
 tabulate = ">=0.9.0,<0.10.0"
 
 [package.extras]
-qinfo = ["cvxpy (>=1.4.2,<2.0.0)"]
-tensorflow = ["tensorflow (>=2.14.1,<2.16)"]
-torch = ["torch (>=2.1.1,<3.0.0)"]
+qulacs = ["qulacs (>=0.6.4,<0.7.0)"]
+tensorflow = ["tensorflow (>=2.16.1,<3.0.0)"]
+torch = ["torch (>=2.1.1,<2.4)"]
 
 [[package]]
 name = "qibolab"
-version = "0.1.8"
+version = "0.2.0"
 description = "Quantum hardware module and drivers for Qibo"
 optional = false
-python-versions = "<3.12,>=3.9"
-files = [
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-]
+python-versions = ">=3.9,<3.13"
+files = []
+develop = false
 
 [package.dependencies]
-more-itertools = ">=9.1.0,<10.0.0"
-networkx = ">=3.0,<4.0"
-numpy = ">=1.26.4,<2.0.0"
-qibo = ">=0.2.6"
-setuptools = ">67.0.0"
+more-itertools = "^9.1.0"
+numpy = "^1.26.4"
+pydantic = "^2.6.4"
+qibo = "^0.2.8"
+scipy = "^1.13.0"
 
 [package.extras]
-emulator = ["qutip (==4.7.5)", "scipy (<1.13.0)"]
+emulator = ["qutip (>=5.0.2,<6.0.0)"]
 los = ["pyvisa-py (==0.5.3)", "qcodes (>=0.37.0,<0.38.0)", "qcodes_contrib_drivers (==0.18.0)"]
 qblox = ["pyvisa-py (==0.5.3)", "qblox-instruments (==0.12.0)", "qcodes (>=0.37.0,<0.38.0)", "qcodes_contrib_drivers (==0.18.0)"]
 qm = ["qm-qua (==1.1.6)", "qualang-tools (>=0.15.0,<0.16.0)"]
 rfsoc = ["qibosoq (>=0.1.2,<0.2)"]
+twpa = ["pyvisa-py (==0.5.3)", "qcodes (>=0.37.0,<0.38.0)", "qcodes_contrib_drivers (==0.18.0)"]
 zh = ["laboneq (==2.25.0)"]
 
+[package.source]
+type = "git"
+url = "https://github.com/qiboteam/qibolab.git"
+reference = "0.2"
+resolved_reference = "e7a8d185ce57ea316b8bdba61fd913a7f6dc9d6b"
+
 [[package]]
 name = "recommonmark"
 version = "0.7.1"
@@ -2794,19 +2811,18 @@ stats = ["scipy (>=1.3)", "statsmodels (>=0.10)"]
 
 [[package]]
 name = "setuptools"
-version = "72.1.0"
+version = "70.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-72.1.0-py3-none-any.whl", hash = "sha256:5a03e1860cf56bb6ef48ce186b0e557fdba433237481a9a625176c2831be15d1"},
-    {file = "setuptools-72.1.0.tar.gz", hash = "sha256:8d243eff56d095e5817f796ede6ae32941278f542e0f941867cc05ae52b162ec"},
+    {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"},
+    {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"},
 ]
 
 [package.extras]
-core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "ordered-set (>=3.1.1)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -2870,13 +2886,13 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
-    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
+    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
 ]
 
 [[package]]
@@ -3096,13 +3112,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "sympy"
-version = "1.13.1"
+version = "1.13.2"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "sympy-1.13.1-py3-none-any.whl", hash = "sha256:db36cdc64bf61b9b24578b6f7bab1ecdd2452cf008f34faa33776680c26d66f8"},
-    {file = "sympy-1.13.1.tar.gz", hash = "sha256:9cebf7e04ff162015ce31c9c6c9144daa34a93bd082f54fd8f12deca4f47515f"},
+    {file = "sympy-1.13.2-py3-none-any.whl", hash = "sha256:c51d75517712f1aed280d4ce58506a4a88d635d6b5dd48b39102a7ae1f3fcfe9"},
+    {file = "sympy-1.13.2.tar.gz", hash = "sha256:401449d84d07be9d0c7a46a64bd54fe097667d5e7181bfe67ec777be9e01cb13"},
 ]
 
 [package.dependencies]
@@ -3164,13 +3180,13 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.13.0"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
-    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
 ]
 
 [[package]]
@@ -3271,13 +3287,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.3"
+version = "3.0.4"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
-    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
+    {file = "werkzeug-3.0.4-py3-none-any.whl", hash = "sha256:02c9eb92b7d6c06f31a782811505d2157837cea66aaede3e217c7c27c039476c"},
+    {file = "werkzeug-3.0.4.tar.gz", hash = "sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"},
 ]
 
 [package.dependencies]
@@ -3384,13 +3400,13 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
+    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
 ]
 
 [package.extras]
@@ -3404,4 +3420,4 @@ viz = ["pydot"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.12"
-content-hash = "878af869bce716692424a4ff967715148795b05aecfddedeab83ae0418a649d4"
+content-hash = "2f0dd31a0cf1f6519ca930ef0bd0d4e1599ce5b3f7594e00678f2c83ab01eb42"
diff --git a/pyproject.toml b/pyproject.toml
index 55dfbde1c..b1046b2b1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ classifiers = [
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.12"
-qibolab = "^0.1.8"
+qibolab = { git = "https://github.com/qiboteam/qibolab.git", branch = "0.2" }
 qibo = "^0.2.6"
 numpy = "^1.26.4"
 scipy = "^1.10.1"
diff --git a/src/qibocal/auto/execute.py b/src/qibocal/auto/execute.py
index 018354892..120102996 100644
--- a/src/qibocal/auto/execute.py
+++ b/src/qibocal/auto/execute.py
@@ -11,8 +11,7 @@
 from typing import Optional, Union
 
 from qibo.backends import construct_backend
-from qibolab import create_platform
-from qibolab.platform import Platform
+from qibolab import Platform, create_platform
 
 from qibocal import protocols
 from qibocal.config import log
diff --git a/src/qibocal/auto/operation.py b/src/qibocal/auto/operation.py
index 8b1f602eb..b00eb6003 100644
--- a/src/qibocal/auto/operation.py
+++ b/src/qibocal/auto/operation.py
@@ -9,21 +9,21 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import Qubit, QubitId, QubitPair, QubitPairId
+from qibolab import AcquisitionType, AveragingMode, Platform, Qubit
 
 from qibocal.config import log
 
 from .serialize import deserialize, load, serialize
 
+QubitId = Union[str, int]
+QubitPairId = tuple[QubitId, QubitId]
+
 OperationId = NewType("OperationId", str)
 """Identifier for a calibration routine."""
 ParameterValue = Union[float, int]
 """Valid value for a routine and runcard parameter."""
 Qubits = dict[QubitId, Qubit]
 """Convenient way of passing qubit pairs in the routines."""
-QubitsPairs = dict[tuple[QubitId, QubitId], QubitPair]
 
 
 DATAFILE = "data"
@@ -112,7 +112,7 @@ def execution_parameters(self):
             if self.classify
             else AcquisitionType.INTEGRATION
         )
-        return ExecutionParameters(
+        return dict(
             nshots=self.nshots,
             relaxation_time=self.relaxation_time,
             acquisition_type=acquisition_type,
diff --git a/src/qibocal/auto/output.py b/src/qibocal/auto/output.py
index 275c4cfd8..2b8bdf194 100644
--- a/src/qibocal/auto/output.py
+++ b/src/qibocal/auto/output.py
@@ -8,7 +8,6 @@
 
 from qibo.backends import construct_backend
 from qibolab import Platform
-from qibolab.serialize import dump_platform
 
 from ..config import log
 from ..version import __version__
@@ -213,7 +212,7 @@ def update_platform(platform: Platform, path: Path):
             platpath = path / UPDATED_PLATFORM
 
         platpath.mkdir(parents=True, exist_ok=True)
-        dump_platform(platform, platpath)
+        # dump_platform(platform, platpath)
 
     def _export_stats(self):
         """Export task statistics.
diff --git a/src/qibocal/auto/runcard.py b/src/qibocal/auto/runcard.py
index 409306de6..e4b64dc45 100644
--- a/src/qibocal/auto/runcard.py
+++ b/src/qibocal/auto/runcard.py
@@ -7,7 +7,7 @@
 
 import yaml
 from pydantic.dataclasses import dataclass
-from qibolab.platform import Platform
+from qibolab import Platform
 
 from .. import protocols
 from .execute import Executor
diff --git a/src/qibocal/auto/task.py b/src/qibocal/auto/task.py
index 33a038680..a94137b31 100644
--- a/src/qibocal/auto/task.py
+++ b/src/qibocal/auto/task.py
@@ -6,8 +6,9 @@
 from typing import Any, NewType, Optional, Union
 
 import yaml
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
+from qibolab import Platform
+
+from qibocal.auto.operation import QubitId, QubitPairId
 
 from .. import protocols
 from ..config import log
diff --git a/src/qibocal/auto/transpile.py b/src/qibocal/auto/transpile.py
index 63f09464d..c971b8515 100644
--- a/src/qibocal/auto/transpile.py
+++ b/src/qibocal/auto/transpile.py
@@ -4,7 +4,8 @@
 from qibo.backends.abstract import Backend
 from qibo.transpiler.pipeline import Passes
 from qibo.transpiler.unroller import NativeGates, Unroller
-from qibolab.qubits import QubitId
+
+from qibocal.auto.operation import QubitId
 
 
 def transpile_circuits(
diff --git a/src/qibocal/cli/report.py b/src/qibocal/cli/report.py
index b6c4e6e20..a31b93b77 100644
--- a/src/qibocal/cli/report.py
+++ b/src/qibocal/cli/report.py
@@ -4,9 +4,9 @@
 
 import plotly.graph_objects as go
 from jinja2 import Environment, FileSystemLoader
-from qibolab.qubits import QubitId, QubitPairId
 
 from qibocal.auto.history import History
+from qibocal.auto.operation import QubitId, QubitPairId
 from qibocal.auto.output import Output
 from qibocal.auto.task import Completed
 from qibocal.config import log
diff --git a/src/qibocal/fitting/classifier/run.py b/src/qibocal/fitting/classifier/run.py
index 02c466b53..0af4f2191 100644
--- a/src/qibocal/fitting/classifier/run.py
+++ b/src/qibocal/fitting/classifier/run.py
@@ -8,9 +8,10 @@
 
 import numpy as np
 import pandas as pd
-from qibolab.qubits import QubitId
 from sklearn.metrics import accuracy_score
 
+from qibocal.auto.operation import QubitId
+
 from . import data
 
 CLS_MODULES = [
diff --git a/src/qibocal/protocols/allxy/allxy.py b/src/qibocal/protocols/allxy/allxy.py
index 3c52b4f72..d2c89b935 100644
--- a/src/qibocal/protocols/allxy/allxy.py
+++ b/src/qibocal/protocols/allxy/allxy.py
@@ -3,12 +3,9 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 
 @dataclass
diff --git a/src/qibocal/protocols/allxy/allxy_drag_pulse_tuning.py b/src/qibocal/protocols/allxy/allxy_drag_pulse_tuning.py
index df76e1ca1..deb4ee6b7 100644
--- a/src/qibocal/protocols/allxy/allxy_drag_pulse_tuning.py
+++ b/src/qibocal/protocols/allxy/allxy_drag_pulse_tuning.py
@@ -4,12 +4,9 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from . import allxy
 
diff --git a/src/qibocal/protocols/allxy/allxy_resonator_depletion_tuning.py b/src/qibocal/protocols/allxy/allxy_resonator_depletion_tuning.py
index 6807ab993..11de25b95 100644
--- a/src/qibocal/protocols/allxy/allxy_resonator_depletion_tuning.py
+++ b/src/qibocal/protocols/allxy/allxy_resonator_depletion_tuning.py
@@ -4,12 +4,9 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from . import allxy
 
diff --git a/src/qibocal/protocols/classification.py b/src/qibocal/protocols/classification.py
index 9898adfc2..59eb3dc9a 100644
--- a/src/qibocal/protocols/classification.py
+++ b/src/qibocal/protocols/classification.py
@@ -7,14 +7,18 @@
 import numpy.typing as npt
 import pandas as pd
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, Platform, PulseSequence
 from sklearn.metrics import roc_auc_score, roc_curve
 
 from qibocal import update
-from qibocal.auto.operation import RESULTSFILE, Data, Parameters, Results, Routine
+from qibocal.auto.operation import (
+    RESULTSFILE,
+    Data,
+    Parameters,
+    QubitId,
+    Results,
+    Routine,
+)
 from qibocal.auto.serialize import serialize
 from qibocal.fitting.classifier import run
 from qibocal.protocols.utils import (
@@ -40,14 +44,19 @@ class SingleShotClassificationParameters(Parameters):
     """SingleShotClassification runcard inputs."""
 
     unrolling: bool = False
-    """If ``True`` it uses sequence unrolling to deploy multiple sequences in a single instrument call.
-    Defaults to ``False``."""
+    """Whether to unroll the sequences.
+
+    If ``True`` it uses sequence unrolling to deploy multiple sequences in a
+    single instrument call.
+
+    Defaults to ``False``.
+    """
     classifiers_list: Optional[list[str]] = field(
         default_factory=lambda: [DEFAULT_CLASSIFIER]
     )
-    """List of models to classify the qubit states"""
+    """List of models to classify the qubit states."""
     savedir: Optional[str] = " "
-    """Dumping folder of the classification results"""
+    """Dumping folder of the classification results."""
 
 
 ClassificationType = np.dtype([("i", np.float64), ("q", np.float64), ("state", int)])
@@ -59,7 +68,7 @@ class SingleShotClassificationData(Data):
     nshots: int
     """Number of shots."""
     savedir: str
-    """Dumping folder of the classification results"""
+    """Dumping folder of the classification results."""
     qubit_frequencies: dict[QubitId, float] = field(default_factory=dict)
     """Qubit frequencies."""
     data: dict[QubitId, npt.NDArray] = field(default_factory=dict)
@@ -67,7 +76,7 @@ class SingleShotClassificationData(Data):
     classifiers_list: Optional[list[str]] = field(
         default_factory=lambda: [DEFAULT_CLASSIFIER]
     )
-    """List of models to classify the qubit states"""
+    """List of models to classify the qubit states."""
 
 
 @dataclass
@@ -110,8 +119,8 @@ class SingleShotClassificationResults(Results):
     def __contains__(self, key: QubitId):
         """Checking if key is in Results.
 
-        Overwritten because classifiers_hpars is empty when running
-        the default_classifier.
+        Overwritten because classifiers_hpars is empty when running the
+        default_classifier.
         """
         return all(
             key in getattr(self, field.name)
@@ -179,19 +188,21 @@ def _acquisition(
     # state1_sequence: RX - MZ
 
     # taking advantage of multiplexing, apply the same set of gates to all qubits in parallel
+    native = platform.natives.single_qubit
     sequences, all_ro_pulses = [], []
     for state in [0, 1]:
-        sequence = PulseSequence()
-        RX_pulses = {}
         ro_pulses = {}
-        for qubit in targets:
-            RX_pulses[qubit] = platform.create_RX_pulse(qubit, start=0)
-            ro_pulses[qubit] = platform.create_qubit_readout_pulse(
-                qubit, start=RX_pulses[qubit].finish
-            )
-            if state == 1:
-                sequence.add(RX_pulses[qubit])
-            sequence.add(ro_pulses[qubit])
+        sequence = PulseSequence()
+        for q in targets:
+            ro_sequence = native[q].MZ()
+            ro_pulses[q] = ro_sequence[0][1].id
+            sequence += ro_sequence
+
+        if state == 1:
+            rx_sequence = PulseSequence()
+            for q in targets:
+                rx_sequence += native[q].RX()
+            sequence = rx_sequence | sequence
 
         sequences.append(sequence)
         all_ro_pulses.append(ro_pulses)
@@ -199,38 +210,36 @@ def _acquisition(
     data = SingleShotClassificationData(
         nshots=params.nshots,
         qubit_frequencies={
-            qubit: platform.qubits[qubit].drive_frequency for qubit in targets
+            qubit: platform.config(platform.qubits[qubit].drive).frequency
+            for qubit in targets
         },
         classifiers_list=params.classifiers_list,
         savedir=params.savedir,
     )
 
-    options = ExecutionParameters(
+    options = dict(
         nshots=params.nshots,
         relaxation_time=params.relaxation_time,
         acquisition_type=AcquisitionType.INTEGRATION,
     )
 
     if params.unrolling:
-        results = platform.execute_pulse_sequences(sequences, options)
+        results = platform.execute(sequences, **options)
     else:
-        results = [
-            platform.execute_pulse_sequence(sequence, options) for sequence in sequences
-        ]
+        results = {}
+        for sequence in sequences:
+            results.update(platform.execute([sequence], **options))
 
-    for ig, (state, ro_pulses) in enumerate(zip([0, 1], all_ro_pulses)):
+    for state, ro_pulses in zip([0, 1], all_ro_pulses):
         for qubit in targets:
-            serial = ro_pulses[qubit].serial
-            if params.unrolling:
-                result = results[serial][ig]
-            else:
-                result = results[ig][serial]
+            serial = ro_pulses[qubit]
+            result = results[serial]
             data.register_qubit(
                 ClassificationType,
                 (qubit),
                 dict(
-                    i=result.voltage_i,
-                    q=result.voltage_q,
+                    i=result[..., 0],
+                    q=result[..., 1],
                     state=[state] * params.nshots,
                 ),
             )
diff --git a/src/qibocal/protocols/coherence/spin_echo.py b/src/qibocal/protocols/coherence/spin_echo.py
index 20e8fb042..8193a6866 100644
--- a/src/qibocal/protocols/coherence/spin_echo.py
+++ b/src/qibocal/protocols/coherence/spin_echo.py
@@ -4,12 +4,9 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from ..utils import table_dict, table_html
 from . import t1
diff --git a/src/qibocal/protocols/coherence/spin_echo_signal.py b/src/qibocal/protocols/coherence/spin_echo_signal.py
index 94a852f01..e8a7d93bd 100644
--- a/src/qibocal/protocols/coherence/spin_echo_signal.py
+++ b/src/qibocal/protocols/coherence/spin_echo_signal.py
@@ -4,13 +4,10 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
 from qibocal import update
-from qibocal.auto.operation import Parameters, Results, Routine
+from qibocal.auto.operation import Parameters, QubitId, Results, Routine
 
 from ..utils import table_dict, table_html
 from .t1_signal import T1SignalData
diff --git a/src/qibocal/protocols/coherence/t1.py b/src/qibocal/protocols/coherence/t1.py
index 54b99ee93..147261ce5 100644
--- a/src/qibocal/protocols/coherence/t1.py
+++ b/src/qibocal/protocols/coherence/t1.py
@@ -4,13 +4,16 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Data, Routine
+from qibocal.auto.operation import Data, QubitId, Routine
 
 from ..utils import table_dict, table_html
 from . import t1_signal, utils
diff --git a/src/qibocal/protocols/coherence/t1_sequences.py b/src/qibocal/protocols/coherence/t1_sequences.py
index d932e3acb..631684ddb 100644
--- a/src/qibocal/protocols/coherence/t1_sequences.py
+++ b/src/qibocal/protocols/coherence/t1_sequences.py
@@ -1,10 +1,7 @@
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from . import t1_signal
 from .utils import CoherenceType
diff --git a/src/qibocal/protocols/coherence/t1_signal.py b/src/qibocal/protocols/coherence/t1_signal.py
index 74c13fc90..a51c098ad 100644
--- a/src/qibocal/protocols/coherence/t1_signal.py
+++ b/src/qibocal/protocols/coherence/t1_signal.py
@@ -4,14 +4,18 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Delay,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from ..utils import table_dict, table_html
 from . import utils
@@ -81,15 +85,19 @@ def _acquisition(
     # create a sequence of pulses for the experiment
     # RX - wait t - MZ
     qd_pulses = {}
+    delays = {}
     ro_pulses = {}
     sequence = PulseSequence()
-    for qubit in targets:
-        qd_pulses[qubit] = platform.create_RX_pulse(qubit, start=0)
-        ro_pulses[qubit] = platform.create_qubit_readout_pulse(
-            qubit, start=qd_pulses[qubit].duration
-        )
-        sequence.add(qd_pulses[qubit])
-        sequence.add(ro_pulses[qubit])
+    for q in targets:
+        qubit = platform.qubits[q]
+        qd_sequence = qubit.native_gates.RX.create_sequence(theta=np.pi, phi=0)
+        ro_sequence = qubit.native_gates.MZ.create_sequence()
+        qd_pulses[q] = qd_sequence[qubit.drive.name][0]
+        ro_pulses[q] = ro_sequence[qubit.measure.name][0]
+        delays[q] = Delay(duration=qd_pulses[q].duration)
+        sequence.extend(qd_sequence)
+        sequence[qubit.measure.name].append(delays[q])
+        sequence.extend(ro_sequence)
 
     # define the parameter to sweep and its range:
     # wait time before readout
@@ -100,9 +108,9 @@ def _acquisition(
     )
 
     sweeper = Sweeper(
-        Parameter.start,
+        Parameter.duration,
         ro_wait_range,
-        [ro_pulses[qubit] for qubit in targets],
+        [delays[q] for q in targets],
         type=SweeperType.ABSOLUTE,
     )
 
@@ -122,15 +130,15 @@ def _acquisition(
     )
 
     data = T1SignalData()
-    for qubit in targets:
-        result = results[ro_pulses[qubit].serial]
+    for q in targets:
+        result = results[ro_pulses[q].id]
         if params.single_shot:
             _waits = np.array(len(result.magnitude) * [ro_wait_range])
         else:
             _waits = ro_wait_range
         data.register_qubit(
             utils.CoherenceType,
-            (qubit),
+            (q),
             dict(wait=_waits, signal=result.magnitude, phase=result.phase),
         )
 
diff --git a/src/qibocal/protocols/coherence/t2.py b/src/qibocal/protocols/coherence/t2.py
index 0b2be1f16..5877a66c3 100644
--- a/src/qibocal/protocols/coherence/t2.py
+++ b/src/qibocal/protocols/coherence/t2.py
@@ -3,13 +3,16 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
-
-from qibocal.auto.operation import Routine
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
+
+from qibocal.auto.operation import QubitId, Routine
 
 from ..utils import table_dict, table_html
 from . import t1, t2_signal, utils
diff --git a/src/qibocal/protocols/coherence/t2_sequences.py b/src/qibocal/protocols/coherence/t2_sequences.py
index 85a38159a..02cf54d40 100644
--- a/src/qibocal/protocols/coherence/t2_sequences.py
+++ b/src/qibocal/protocols/coherence/t2_sequences.py
@@ -1,10 +1,7 @@
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from .t2_signal import T2SignalData, T2SignalParameters, _fit, _plot, _update
 from .utils import CoherenceType
diff --git a/src/qibocal/protocols/coherence/t2_signal.py b/src/qibocal/protocols/coherence/t2_signal.py
index 4c8ffc714..1a40649ee 100644
--- a/src/qibocal/protocols/coherence/t2_signal.py
+++ b/src/qibocal/protocols/coherence/t2_signal.py
@@ -3,14 +3,18 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Delay,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Parameters, Results, Routine
+from qibocal.auto.operation import Parameters, QubitId, Results, Routine
 
 from ..utils import table_dict, table_html
 from . import t1_signal, t2, utils
@@ -60,21 +64,23 @@ def _acquisition(
     # create a sequence of pulses for the experiment
     # RX90 - t - RX90 - MZ
     ro_pulses = {}
-    RX90_pulses1 = {}
-    RX90_pulses2 = {}
+    qd_delays = {}
+    ro_delays = {}
     sequence = PulseSequence()
-    for qubit in targets:
-        RX90_pulses1[qubit] = platform.create_RX90_pulse(qubit, start=0)
-        RX90_pulses2[qubit] = platform.create_RX90_pulse(
-            qubit,
-            start=RX90_pulses1[qubit].finish,
-        )
-        ro_pulses[qubit] = platform.create_qubit_readout_pulse(
-            qubit, start=RX90_pulses2[qubit].finish
-        )
-        sequence.add(RX90_pulses1[qubit])
-        sequence.add(RX90_pulses2[qubit])
-        sequence.add(ro_pulses[qubit])
+    for q in targets:
+        qubit = platform.qubits[q]
+        qd_sequence = qubit.native_gates.RX.create_sequence(theta=np.pi / 2, phi=0)
+        ro_sequence = qubit.native_gates.MZ.create_sequence()
+        qd_delays[q] = Delay(duration=16)
+        ro_delays[q] = Delay(duration=16)
+        qd_pulse = qd_sequence[qubit.drive.name][0]
+        ro_pulses[q] = ro_sequence[qubit.measure.name][0]
+        sequence.extend(qd_sequence)
+        sequence[qubit.drive.name].append(qd_delays[q])
+        sequence.extend(qd_sequence)
+        sequence[qubit.measure.name].append(Delay(duration=2 * qd_pulse.duration))
+        sequence[qubit.measure.name].append(ro_delays[q])
+        sequence.extend(ro_sequence)
 
     # define the parameter to sweep and its range:
     waits = np.arange(
@@ -85,9 +91,9 @@ def _acquisition(
     )
 
     sweeper = Sweeper(
-        Parameter.start,
+        Parameter.duration,
         waits,
-        [RX90_pulses2[qubit] for qubit in targets],
+        [qd_delays[q] for q in targets] + [ro_delays[q] for q in targets],
         type=SweeperType.ABSOLUTE,
     )
 
@@ -106,15 +112,15 @@ def _acquisition(
     )
 
     data = T2SignalData()
-    for qubit in targets:
-        result = results[ro_pulses[qubit].serial]
+    for q in targets:
+        result = results[ro_pulses[q].id]
         if params.single_shot:
             _waits = np.array(len(result.magnitude) * [waits])
         else:
             _waits = waits
         data.register_qubit(
             utils.CoherenceType,
-            (qubit),
+            (q),
             dict(wait=_waits, signal=result.magnitude, phase=result.phase),
         )
     return data
diff --git a/src/qibocal/protocols/coherence/zeno.py b/src/qibocal/protocols/coherence/zeno.py
index 42561b60c..8ae0e8f58 100644
--- a/src/qibocal/protocols/coherence/zeno.py
+++ b/src/qibocal/protocols/coherence/zeno.py
@@ -3,12 +3,9 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from ..utils import table_dict, table_html
 from . import t1, utils
diff --git a/src/qibocal/protocols/coherence/zeno_signal.py b/src/qibocal/protocols/coherence/zeno_signal.py
index 1d0240eeb..126b24e4e 100644
--- a/src/qibocal/protocols/coherence/zeno_signal.py
+++ b/src/qibocal/protocols/coherence/zeno_signal.py
@@ -3,13 +3,10 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from ..utils import table_dict, table_html
 from . import utils
diff --git a/src/qibocal/protocols/couplers/coupler_chevron.py b/src/qibocal/protocols/couplers/coupler_chevron.py
index 2a5195dd2..2ea9dd2d7 100644
--- a/src/qibocal/protocols/couplers/coupler_chevron.py
+++ b/src/qibocal/protocols/couplers/coupler_chevron.py
@@ -2,13 +2,16 @@
 from typing import Optional
 
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Results, Routine
+from qibocal.auto.operation import QubitPairId, Results, Routine
 
 from ..two_qubit_interaction.chevron.chevron import (
     ChevronData,
diff --git a/src/qibocal/protocols/couplers/coupler_qubit_spectroscopy.py b/src/qibocal/protocols/couplers/coupler_qubit_spectroscopy.py
index 8b5cb1c15..a49217324 100644
--- a/src/qibocal/protocols/couplers/coupler_qubit_spectroscopy.py
+++ b/src/qibocal/protocols/couplers/coupler_qubit_spectroscopy.py
@@ -1,13 +1,16 @@
 from typing import Optional
 
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
-
-from qibocal.auto.operation import Routine
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
+
+from qibocal.auto.operation import QubitPairId, Routine
 
 from ..two_qubit_interaction.utils import order_pair
 from .coupler_resonator_spectroscopy import _fit, _plot, _update
diff --git a/src/qibocal/protocols/couplers/coupler_resonator_spectroscopy.py b/src/qibocal/protocols/couplers/coupler_resonator_spectroscopy.py
index 9848a2a8c..a1eb18bff 100644
--- a/src/qibocal/protocols/couplers/coupler_resonator_spectroscopy.py
+++ b/src/qibocal/protocols/couplers/coupler_resonator_spectroscopy.py
@@ -1,11 +1,14 @@
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitPairId, Routine
 
 from ..flux_dependence.utils import flux_dependence_plot
 from ..two_qubit_interaction.utils import order_pair
diff --git a/src/qibocal/protocols/couplers/utils.py b/src/qibocal/protocols/couplers/utils.py
index 9e2648dce..bb6530331 100644
--- a/src/qibocal/protocols/couplers/utils.py
+++ b/src/qibocal/protocols/couplers/utils.py
@@ -3,9 +3,8 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab.qubits import QubitId
 
-from qibocal.auto.operation import Data, Results
+from qibocal.auto.operation import Data, QubitId, Results
 
 from ..flux_dependence.resonator_flux_dependence import ResonatorFluxParameters
 from ..flux_dependence.utils import create_data_array
diff --git a/src/qibocal/protocols/dispersive_shift.py b/src/qibocal/protocols/dispersive_shift.py
index 19d6ff05f..0847e3407 100644
--- a/src/qibocal/protocols/dispersive_shift.py
+++ b/src/qibocal/protocols/dispersive_shift.py
@@ -4,14 +4,17 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.utils import (
     HZ_TO_GHZ,
     lorentzian,
diff --git a/src/qibocal/protocols/dispersive_shift_qutrit.py b/src/qibocal/protocols/dispersive_shift_qutrit.py
index 79545826c..d000df6ff 100644
--- a/src/qibocal/protocols/dispersive_shift_qutrit.py
+++ b/src/qibocal/protocols/dispersive_shift_qutrit.py
@@ -4,13 +4,16 @@
 import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Results, Routine
+from qibocal.auto.operation import QubitId, Results, Routine
 from qibocal.protocols.utils import (
     GHZ_TO_HZ,
     HZ_TO_GHZ,
diff --git a/src/qibocal/protocols/drag.py b/src/qibocal/protocols/drag.py
index d915d78bd..e892863d6 100644
--- a/src/qibocal/protocols/drag.py
+++ b/src/qibocal/protocols/drag.py
@@ -4,14 +4,11 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 
 from .utils import (
diff --git a/src/qibocal/protocols/fast_reset/fast_reset.py b/src/qibocal/protocols/fast_reset/fast_reset.py
index a6081b424..a46354332 100644
--- a/src/qibocal/protocols/fast_reset/fast_reset.py
+++ b/src/qibocal/protocols/fast_reset/fast_reset.py
@@ -4,12 +4,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.utils import table_dict, table_html
 
 # TODO: IBM Fast Reset until saturation loop
diff --git a/src/qibocal/protocols/flipping.py b/src/qibocal/protocols/flipping.py
index 981be1b08..01e43de6e 100644
--- a/src/qibocal/protocols/flipping.py
+++ b/src/qibocal/protocols/flipping.py
@@ -3,13 +3,10 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 from scipy.optimize import curve_fit
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import (
     fallback_period,
diff --git a/src/qibocal/protocols/flipping_signal.py b/src/qibocal/protocols/flipping_signal.py
index 33e7900c4..aac719761 100644
--- a/src/qibocal/protocols/flipping_signal.py
+++ b/src/qibocal/protocols/flipping_signal.py
@@ -4,14 +4,11 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import (
     fallback_period,
diff --git a/src/qibocal/protocols/flux_dependence/avoided_crossing.py b/src/qibocal/protocols/flux_dependence/avoided_crossing.py
index f9f9ce796..4c89517f8 100644
--- a/src/qibocal/protocols/flux_dependence/avoided_crossing.py
+++ b/src/qibocal/protocols/flux_dependence/avoided_crossing.py
@@ -7,10 +7,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
+from qibolab import Platform
 
-from qibocal.auto.operation import Data, Results, Routine
+from qibocal.auto.operation import Data, QubitId, QubitPairId, Results, Routine
 from qibocal.protocols.two_qubit_interaction.utils import order_pair
 from qibocal.protocols.utils import HZ_TO_GHZ, table_dict, table_html
 
diff --git a/src/qibocal/protocols/flux_dependence/qubit_crosstalk.py b/src/qibocal/protocols/flux_dependence/qubit_crosstalk.py
index dac8d8c8c..2c999ecff 100644
--- a/src/qibocal/protocols/flux_dependence/qubit_crosstalk.py
+++ b/src/qibocal/protocols/flux_dependence/qubit_crosstalk.py
@@ -3,15 +3,18 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 
 from ..qubit_spectroscopy_ef import DEFAULT_ANHARMONICITY
diff --git a/src/qibocal/protocols/flux_dependence/qubit_flux_dependence.py b/src/qibocal/protocols/flux_dependence/qubit_flux_dependence.py
index e87983f05..b9a704d4b 100644
--- a/src/qibocal/protocols/flux_dependence/qubit_flux_dependence.py
+++ b/src/qibocal/protocols/flux_dependence/qubit_flux_dependence.py
@@ -3,15 +3,18 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Results, Routine
+from qibocal.auto.operation import Data, QubitId, Results, Routine
 from qibocal.config import log
 from qibocal.protocols.qubit_spectroscopy_ef import DEFAULT_ANHARMONICITY
 
diff --git a/src/qibocal/protocols/flux_dependence/qubit_flux_tracking.py b/src/qibocal/protocols/flux_dependence/qubit_flux_tracking.py
index a4f2ef407..3abad5040 100644
--- a/src/qibocal/protocols/flux_dependence/qubit_flux_tracking.py
+++ b/src/qibocal/protocols/flux_dependence/qubit_flux_tracking.py
@@ -1,13 +1,16 @@
 from dataclasses import dataclass
 
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import raise_error
 
 from ..qubit_spectroscopy_ef import DEFAULT_ANHARMONICITY
diff --git a/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py b/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py
index 8933f796b..4eb905990 100644
--- a/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py
+++ b/src/qibocal/protocols/flux_dependence/resonator_crosstalk.py
@@ -3,15 +3,18 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 
 from ..utils import HZ_TO_GHZ, extract_feature, table_dict, table_html
diff --git a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py
index 415a15238..0e225ae4c 100644
--- a/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py
+++ b/src/qibocal/protocols/flux_dependence/resonator_flux_dependence.py
@@ -3,15 +3,18 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 
 from ..utils import GHZ_TO_HZ, HZ_TO_GHZ, extract_feature, table_dict, table_html
diff --git a/src/qibocal/protocols/flux_dependence/utils.py b/src/qibocal/protocols/flux_dependence/utils.py
index 673a71275..76ced375b 100644
--- a/src/qibocal/protocols/flux_dependence/utils.py
+++ b/src/qibocal/protocols/flux_dependence/utils.py
@@ -1,8 +1,9 @@
 import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
+
+from qibocal.auto.operation import QubitId
 
 from ..utils import HZ_TO_GHZ
 
diff --git a/src/qibocal/protocols/qubit_power_spectroscopy.py b/src/qibocal/protocols/qubit_power_spectroscopy.py
index 5b77172bb..ba83bcc81 100644
--- a/src/qibocal/protocols/qubit_power_spectroscopy.py
+++ b/src/qibocal/protocols/qubit_power_spectroscopy.py
@@ -4,13 +4,16 @@
 import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
-
-from qibocal.auto.operation import Parameters, Results, Routine
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
+
+from qibocal.auto.operation import Parameters, QubitId, Results, Routine
 
 from .qubit_spectroscopy import QubitSpectroscopyResults
 from .resonator_punchout import ResonatorPunchoutData
diff --git a/src/qibocal/protocols/qubit_spectroscopy.py b/src/qibocal/protocols/qubit_spectroscopy.py
index ae60f93f7..06d776c3d 100644
--- a/src/qibocal/protocols/qubit_spectroscopy.py
+++ b/src/qibocal/protocols/qubit_spectroscopy.py
@@ -2,13 +2,10 @@
 from typing import Optional
 
 import numpy as np
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import Parameter, Platform, PulseSequence, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Parameters, Results, Routine
+from qibocal.auto.operation import Parameters, QubitId, Results, Routine
 
 from .resonator_spectroscopy import ResonatorSpectroscopyData, ResSpecType
 from .utils import chi2_reduced, lorentzian, lorentzian_fit, spectroscopy_plot
diff --git a/src/qibocal/protocols/qubit_spectroscopy_ef.py b/src/qibocal/protocols/qubit_spectroscopy_ef.py
index 72ac82f86..8f08eebfd 100644
--- a/src/qibocal/protocols/qubit_spectroscopy_ef.py
+++ b/src/qibocal/protocols/qubit_spectroscopy_ef.py
@@ -1,13 +1,10 @@
 from dataclasses import asdict, dataclass, field
 
 import numpy as np
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import Parameter, Platform, PulseSequence, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from .qubit_spectroscopy import (
     QubitSpectroscopyData,
diff --git a/src/qibocal/protocols/qutrit_classification.py b/src/qibocal/protocols/qutrit_classification.py
index c7a450667..c2bca7dc6 100644
--- a/src/qibocal/protocols/qutrit_classification.py
+++ b/src/qibocal/protocols/qutrit_classification.py
@@ -2,12 +2,9 @@
 from typing import Optional
 
 import numpy as np
-from qibolab import AcquisitionType, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, Platform, PulseSequence
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.fitting.classifier import run
 from qibocal.protocols.classification import (
     ClassificationType,
diff --git a/src/qibocal/protocols/rabi/amplitude.py b/src/qibocal/protocols/rabi/amplitude.py
index 4a3d4b209..1cd6ddda0 100644
--- a/src/qibocal/protocols/rabi/amplitude.py
+++ b/src/qibocal/protocols/rabi/amplitude.py
@@ -2,14 +2,12 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Routine
+from qibocal.auto.operation import Data, QubitId, Routine
 from qibocal.config import log
+from qibocal.result import probability
 
 from ..utils import chi2_reduced, fallback_period, guess_period
 from . import utils
@@ -53,43 +51,34 @@ def _acquisition(
     to find the drive pulse amplitude that creates a rotation of a desired angle.
     """
 
-    sequence, qd_pulses, _, durations = utils.sequence_amplitude(
+    sequence, qd_pulses, ro_pulses, durations = utils.sequence_amplitude(
         targets, params, platform
     )
-    # define the parameter to sweep and its range:
-    # qubit drive pulse amplitude
-    qd_pulse_amplitude_range = np.arange(
-        params.min_amp_factor,
-        params.max_amp_factor,
-        params.step_amp_factor,
-    )
+
     sweeper = Sweeper(
-        Parameter.amplitude,
-        qd_pulse_amplitude_range,
-        [qd_pulses[qubit] for qubit in targets],
-        type=SweeperType.FACTOR,
+        parameter=Parameter.amplitude,
+        range=(params.min_amp, params.max_amp, params.step_amp),
+        pulses=[qd_pulses[qubit] for qubit in targets],
     )
 
     data = RabiAmplitudeData(durations=durations)
 
     # sweep the parameter
-    results = platform.sweep(
-        sequence,
-        ExecutionParameters(
-            nshots=params.nshots,
-            relaxation_time=params.relaxation_time,
-            acquisition_type=AcquisitionType.DISCRIMINATION,
-            averaging_mode=AveragingMode.SINGLESHOT,
-        ),
-        sweeper,
+    results = platform.execute(
+        [sequence],
+        [[sweeper]],
+        nshots=params.nshots,
+        relaxation_time=params.relaxation_time,
+        acquisition_type=AcquisitionType.DISCRIMINATION,
+        averaging_mode=AveragingMode.SINGLESHOT,
     )
     for qubit in targets:
-        prob = results[qubit].probability(state=1)
+        prob = probability(results[ro_pulses[qubit].id], state=1)
         data.register_qubit(
             RabiAmpType,
             (qubit),
             dict(
-                amp=qd_pulses[qubit].amplitude * qd_pulse_amplitude_range,
+                amp=sweeper.values,
                 prob=prob.tolist(),
                 error=np.sqrt(prob * (1 - prob) / params.nshots).tolist(),
             ),
diff --git a/src/qibocal/protocols/rabi/amplitude_frequency.py b/src/qibocal/protocols/rabi/amplitude_frequency.py
index 39b6be4c4..ee6dd8bd5 100644
--- a/src/qibocal/protocols/rabi/amplitude_frequency.py
+++ b/src/qibocal/protocols/rabi/amplitude_frequency.py
@@ -6,12 +6,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import (
     HZ_TO_GHZ,
diff --git a/src/qibocal/protocols/rabi/amplitude_frequency_signal.py b/src/qibocal/protocols/rabi/amplitude_frequency_signal.py
index b077927ec..e19d360c6 100644
--- a/src/qibocal/protocols/rabi/amplitude_frequency_signal.py
+++ b/src/qibocal/protocols/rabi/amplitude_frequency_signal.py
@@ -7,13 +7,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import (
     HZ_TO_GHZ,
diff --git a/src/qibocal/protocols/rabi/amplitude_signal.py b/src/qibocal/protocols/rabi/amplitude_signal.py
index 31a8eb04a..76bbbeab6 100644
--- a/src/qibocal/protocols/rabi/amplitude_signal.py
+++ b/src/qibocal/protocols/rabi/amplitude_signal.py
@@ -3,15 +3,13 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import fallback_period, guess_period
+from qibocal.result import magnitude, phase
 
 from . import utils
 
@@ -20,12 +18,12 @@
 class RabiAmplitudeSignalParameters(Parameters):
     """RabiAmplitude runcard inputs."""
 
-    min_amp_factor: float
-    """Minimum amplitude multiplicative factor."""
-    max_amp_factor: float
-    """Maximum amplitude multiplicative factor."""
-    step_amp_factor: float
-    """Step amplitude multiplicative factor."""
+    min_amp: float
+    """Minimum amplitude."""
+    max_amp: float
+    """Maximum amplitude."""
+    step_amp: float
+    """Step amplitude."""
     pulse_length: Optional[float] = None
     """RX pulse duration [ns]."""
 
@@ -72,42 +70,32 @@ def _acquisition(
         targets, params, platform
     )
 
-    # define the parameter to sweep and its range:
-    # qubit drive pulse amplitude
-    qd_pulse_amplitude_range = np.arange(
-        params.min_amp_factor,
-        params.max_amp_factor,
-        params.step_amp_factor,
-    )
     sweeper = Sweeper(
-        Parameter.amplitude,
-        qd_pulse_amplitude_range,
-        [qd_pulses[qubit] for qubit in targets],
-        type=SweeperType.FACTOR,
+        parameter=Parameter.amplitude,
+        range=(params.min_amp, params.max_amp, params.step_amp),
+        pulses=[qd_pulses[qubit] for qubit in targets],
     )
 
     data = RabiAmplitudeSignalData(durations=durations)
 
     # sweep the parameter
-    results = platform.sweep(
-        sequence,
-        ExecutionParameters(
-            nshots=params.nshots,
-            relaxation_time=params.relaxation_time,
-            acquisition_type=AcquisitionType.INTEGRATION,
-            averaging_mode=AveragingMode.CYCLIC,
-        ),
-        sweeper,
+    results = platform.execute(
+        [sequence],
+        [[sweeper]],
+        nshots=params.nshots,
+        relaxation_time=params.relaxation_time,
+        acquisition_type=AcquisitionType.INTEGRATION,
+        averaging_mode=AveragingMode.CYCLIC,
     )
     for qubit in targets:
-        result = results[ro_pulses[qubit].serial]
+        result = results[ro_pulses[qubit].id]
         data.register_qubit(
             RabiAmpSignalType,
             (qubit),
             dict(
-                amp=qd_pulses[qubit].amplitude * qd_pulse_amplitude_range,
-                signal=result.magnitude,
-                phase=result.phase,
+                amp=sweeper.values,
+                signal=magnitude(result),
+                phase=phase(result),
             ),
         )
     return data
diff --git a/src/qibocal/protocols/rabi/ef.py b/src/qibocal/protocols/rabi/ef.py
index 5797daf7c..3cb64506b 100644
--- a/src/qibocal/protocols/rabi/ef.py
+++ b/src/qibocal/protocols/rabi/ef.py
@@ -1,14 +1,17 @@
 from dataclasses import dataclass
 
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from . import amplitude_signal, utils
 
diff --git a/src/qibocal/protocols/rabi/length.py b/src/qibocal/protocols/rabi/length.py
index 1b529322b..e116153bd 100644
--- a/src/qibocal/protocols/rabi/length.py
+++ b/src/qibocal/protocols/rabi/length.py
@@ -3,18 +3,16 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Parameters, Routine
+from qibocal.auto.operation import Parameters, QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.rabi.length_signal import (
     RabiLengthSignalData,
     RabiLengthSignalResults,
 )
+from qibocal.result import probability
 
 from ..utils import chi2_reduced, fallback_period, guess_period
 from . import utils
@@ -32,6 +30,8 @@ class RabiLengthParameters(Parameters):
     """Step pi pulse duration [ns]."""
     pulse_amplitude: Optional[float] = None
     """Pi pulse amplitude. Same for all qubits."""
+    interpolated_sweeper: bool = False
+    """Use real-time interpolation if supported by instruments."""
 
 
 @dataclass
@@ -64,45 +64,46 @@ def _acquisition(
     to find the drive pulse length that creates a rotation of a desired angle.
     """
 
-    sequence, qd_pulses, _, amplitudes = utils.sequence_length(
-        targets, params, platform
+    sequence, qd_pulses, delays, ro_pulses, amplitudes = utils.sequence_length(
+        targets, params, platform, use_align=params.interpolated_sweeper
     )
-    # define the parameter to sweep and its range:
-    # qubit drive pulse duration time
-    qd_pulse_duration_range = np.arange(
+    sweep_range = (
         params.pulse_duration_start,
         params.pulse_duration_end,
         params.pulse_duration_step,
     )
-
-    sweeper = Sweeper(
-        Parameter.duration,
-        qd_pulse_duration_range,
-        [qd_pulses[qubit] for qubit in targets],
-        type=SweeperType.ABSOLUTE,
-    )
+    if params.interpolated_sweeper:
+        sweeper = Sweeper(
+            parameter=Parameter.duration_interpolated,
+            range=sweep_range,
+            pulses=[qd_pulses[q] for q in targets],
+        )
+    else:
+        sweeper = Sweeper(
+            parameter=Parameter.duration,
+            range=sweep_range,
+            pulses=[qd_pulses[q] for q in targets] + [delays[q] for q in targets],
+        )
 
     data = RabiLengthData(amplitudes=amplitudes)
 
     # execute the sweep
-    results = platform.sweep(
-        sequence,
-        ExecutionParameters(
-            nshots=params.nshots,
-            relaxation_time=params.relaxation_time,
-            acquisition_type=AcquisitionType.DISCRIMINATION,
-            averaging_mode=AveragingMode.SINGLESHOT,
-        ),
-        sweeper,
+    results = platform.execute(
+        [sequence],
+        [[sweeper]],
+        nshots=params.nshots,
+        relaxation_time=params.relaxation_time,
+        acquisition_type=AcquisitionType.DISCRIMINATION,
+        averaging_mode=AveragingMode.SINGLESHOT,
     )
 
-    for qubit in targets:
-        prob = results[qubit].probability(state=1)
+    for q in targets:
+        prob = probability(results[ro_pulses[q].id], state=1)
         data.register_qubit(
             RabiLenType,
-            (qubit),
+            (q),
             dict(
-                length=qd_pulse_duration_range,
+                length=sweeper.values,
                 prob=prob,
                 error=np.sqrt(prob * (1 - prob) / params.nshots).tolist(),
             ),
diff --git a/src/qibocal/protocols/rabi/length_frequency.py b/src/qibocal/protocols/rabi/length_frequency.py
index ea8b1fe6f..02e70ebd9 100644
--- a/src/qibocal/protocols/rabi/length_frequency.py
+++ b/src/qibocal/protocols/rabi/length_frequency.py
@@ -6,12 +6,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/rabi/length_frequency_signal.py b/src/qibocal/protocols/rabi/length_frequency_signal.py
index 109ee40e4..9a74fca7e 100644
--- a/src/qibocal/protocols/rabi/length_frequency_signal.py
+++ b/src/qibocal/protocols/rabi/length_frequency_signal.py
@@ -7,13 +7,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/rabi/length_sequences.py b/src/qibocal/protocols/rabi/length_sequences.py
index 3b6259d20..105d15bca 100644
--- a/src/qibocal/protocols/rabi/length_sequences.py
+++ b/src/qibocal/protocols/rabi/length_sequences.py
@@ -1,9 +1,7 @@
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 
 from .length_signal import (
     RabiLengthSignalData,
diff --git a/src/qibocal/protocols/rabi/length_signal.py b/src/qibocal/protocols/rabi/length_signal.py
index fc139197d..8a6107341 100644
--- a/src/qibocal/protocols/rabi/length_signal.py
+++ b/src/qibocal/protocols/rabi/length_signal.py
@@ -3,15 +3,13 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import fallback_period, guess_period
+from qibocal.result import magnitude, phase
 
 from . import utils
 
@@ -28,6 +26,8 @@ class RabiLengthSignalParameters(Parameters):
     """Step pi pulse duration [ns]."""
     pulse_amplitude: Optional[float] = None
     """Pi pulse amplitude. Same for all qubits."""
+    interpolated_sweeper: bool = False
+    """Use real-time interpolation if supported by instruments."""
 
 
 @dataclass
@@ -67,47 +67,48 @@ def _acquisition(
     to find the drive pulse length that creates a rotation of a desired angle.
     """
 
-    sequence, qd_pulses, ro_pulses, amplitudes = utils.sequence_length(
+    sequence, qd_pulses, delays, ro_pulses, amplitudes = utils.sequence_length(
         targets, params, platform
     )
-
-    # define the parameter to sweep and its range:
-    # qubit drive pulse duration time
-    qd_pulse_duration_range = np.arange(
+    sweep_range = (
         params.pulse_duration_start,
         params.pulse_duration_end,
         params.pulse_duration_step,
     )
+    if params.interpolated_sweeper:
+        sweeper = Sweeper(
+            parameter=Parameter.duration_interpolated,
+            range=sweep_range,
+            pulses=[qd_pulses[q] for q in targets],
+        )
+    else:
+        sweeper = Sweeper(
+            parameter=Parameter.duration,
+            range=sweep_range,
+            pulses=[qd_pulses[q] for q in targets] + [delays[q] for q in targets],
+        )
 
-    sweeper = Sweeper(
-        Parameter.duration,
-        qd_pulse_duration_range,
-        [qd_pulses[qubit] for qubit in targets],
-        type=SweeperType.ABSOLUTE,
-    )
     data = RabiLengthSignalData(amplitudes=amplitudes)
 
     # execute the sweep
-    results = platform.sweep(
-        sequence,
-        ExecutionParameters(
-            nshots=params.nshots,
-            relaxation_time=params.relaxation_time,
-            acquisition_type=AcquisitionType.INTEGRATION,
-            averaging_mode=AveragingMode.CYCLIC,
-        ),
-        sweeper,
+    results = platform.execute(
+        [sequence],
+        [[sweeper]],
+        nshots=params.nshots,
+        relaxation_time=params.relaxation_time,
+        acquisition_type=AcquisitionType.INTEGRATION,
+        averaging_mode=AveragingMode.CYCLIC,
     )
 
-    for qubit in targets:
-        result = results[ro_pulses[qubit].serial]
+    for q in targets:
+        result = results[ro_pulses[q].id]
         data.register_qubit(
             RabiLenSignalType,
-            (qubit),
+            (q),
             dict(
-                length=qd_pulse_duration_range,
-                signal=result.magnitude,
-                phase=result.phase,
+                length=sweeper.values,
+                signal=magnitude(result),
+                phase=phase(result),
             ),
         )
     return data
diff --git a/src/qibocal/protocols/rabi/utils.py b/src/qibocal/protocols/rabi/utils.py
index d31a40679..e7b3cc0d5 100644
--- a/src/qibocal/protocols/rabi/utils.py
+++ b/src/qibocal/protocols/rabi/utils.py
@@ -1,12 +1,10 @@
 import numpy as np
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import Delay, Platform, PulseSequence
 from scipy.optimize import curve_fit
 
-from qibocal.auto.operation import Parameters
+from qibocal.auto.operation import Parameters, QubitId
 
 from ..utils import COLORBAND, COLORBAND_LINE, table_dict, table_html
 
@@ -231,42 +229,58 @@ def sequence_amplitude(
     qd_pulses = {}
     ro_pulses = {}
     durations = {}
-    for qubit in targets:
-        qd_pulses[qubit] = platform.create_RX_pulse(qubit, start=0)
+    for q in targets:
+        natives = platform.natives.single_qubit[q]
+        qd_sequence = natives.RX()
+        ro_sequence = natives.MZ()
+
+        qd_pulses[q] = qd_sequence[0][1]
         if params.pulse_length is not None:
-            qd_pulses[qubit].duration = params.pulse_length
+            qd_pulses[q].duration = params.pulse_length
+        durations[q] = qd_pulses[q].duration
 
-        durations[qubit] = qd_pulses[qubit].duration
-        ro_pulses[qubit] = platform.create_qubit_readout_pulse(
-            qubit, start=qd_pulses[qubit].finish
-        )
-        sequence.add(qd_pulses[qubit])
-        sequence.add(ro_pulses[qubit])
+        ro_pulses[q] = ro_sequence[0][1]
+
+        qubit = platform.qubits[q]
+        sequence.append((qubit.drive, qd_pulses[q]))
+        sequence.append((qubit.acquisition, Delay(duration=durations[q])))
+        sequence.extend(ro_sequence)
     return sequence, qd_pulses, ro_pulses, durations
 
 
 def sequence_length(
-    targets: list[QubitId], params: Parameters, platform: Platform
+    targets: list[QubitId],
+    params: Parameters,
+    platform: Platform,
+    use_align: bool = False,
 ) -> tuple[PulseSequence, dict, dict, dict]:
     """Return sequence for rabi length."""
     sequence = PulseSequence()
     qd_pulses = {}
+    delays = {}
     ro_pulses = {}
     amplitudes = {}
-    for qubit in targets:
-        qd_pulses[qubit] = platform.create_qubit_drive_pulse(
-            qubit, start=0, duration=params.pulse_duration_start
-        )
-        if params.pulse_amplitude is not None:
-            qd_pulses[qubit].amplitude = params.pulse_amplitude
-        amplitudes[qubit] = qd_pulses[qubit].amplitude
+    for q in targets:
+        natives = platform.natives.single_qubit[q]
+        qd_sequence = natives.RX()
+        ro_sequence = natives.MZ()
 
-        ro_pulses[qubit] = platform.create_qubit_readout_pulse(
-            qubit, start=qd_pulses[qubit].finish
-        )
-        sequence.add(qd_pulses[qubit])
-        sequence.add(ro_pulses[qubit])
-    return sequence, qd_pulses, ro_pulses, amplitudes
+        qd_pulses[q] = qd_sequence[0][1]
+        if params.pulse_amplitude is not None:
+            qd_pulses[q].amplitude = params.pulse_amplitude
+        amplitudes[q] = qd_pulses[q].amplitude
+
+        ro_pulses[q] = ro_sequence[0][1]
+        qubit = platform.qubits[q]
+        sequence.append((qubit.drive, qd_pulses[q]))
+        if use_align:
+            sequence.align([qubit.drive, qubit.acquisition])
+        else:
+            delays[q] = Delay(duration=16)
+            sequence.append((qubit.acquisition, delays[q]))
+        sequence.extend(ro_sequence)
+
+    return sequence, qd_pulses, delays, ro_pulses, amplitudes
 
 
 def fit_length_function(
diff --git a/src/qibocal/protocols/ramsey/ramsey.py b/src/qibocal/protocols/ramsey/ramsey.py
index cf33eb2f7..d3b252239 100644
--- a/src/qibocal/protocols/ramsey/ramsey.py
+++ b/src/qibocal/protocols/ramsey/ramsey.py
@@ -4,13 +4,16 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitId, Routine
 from qibocal.config import log
 
 from ..utils import GHZ_TO_HZ, chi2_reduced, table_dict, table_html
diff --git a/src/qibocal/protocols/ramsey/ramsey_signal.py b/src/qibocal/protocols/ramsey/ramsey_signal.py
index b6f3aa6d3..8b8df2f98 100644
--- a/src/qibocal/protocols/ramsey/ramsey_signal.py
+++ b/src/qibocal/protocols/ramsey/ramsey_signal.py
@@ -4,14 +4,17 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.config import log
 
 from ..utils import GHZ_TO_HZ, table_dict, table_html
diff --git a/src/qibocal/protocols/ramsey/utils.py b/src/qibocal/protocols/ramsey/utils.py
index d3c3e95e3..960000c79 100644
--- a/src/qibocal/protocols/ramsey/utils.py
+++ b/src/qibocal/protocols/ramsey/utils.py
@@ -1,11 +1,10 @@
 from typing import Optional
 
 import numpy as np
-from qibolab import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import Platform, PulseSequence
 from scipy.optimize import curve_fit
 
+from qibocal.auto.operation import QubitId
 from qibocal.protocols.utils import fallback_period, guess_period
 
 POPT_EXCEPTION = [0, 0, 0, 0, 1]
diff --git a/src/qibocal/protocols/randomized_benchmarking/filtered_rb.py b/src/qibocal/protocols/randomized_benchmarking/filtered_rb.py
index 6c949bb73..80b5a3bb3 100644
--- a/src/qibocal/protocols/randomized_benchmarking/filtered_rb.py
+++ b/src/qibocal/protocols/randomized_benchmarking/filtered_rb.py
@@ -2,10 +2,9 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
-from qibocal.auto.operation import Results, Routine
+from qibocal.auto.operation import QubitId, Results, Routine
 from qibocal.protocols.randomized_benchmarking.utils import rb_acquisition
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb.py
index 0788afabf..ea6fb0c89 100644
--- a/src/qibocal/protocols/randomized_benchmarking/standard_rb.py
+++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb.py
@@ -3,10 +3,9 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
-from qibocal.auto.operation import Parameters, Routine
+from qibocal.auto.operation import Parameters, QubitId, Routine
 
 from ..utils import table_dict, table_html
 from .fitting import exp1B_func
diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py
index 79cb260b9..30df76ba1 100644
--- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py
+++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q.py
@@ -1,9 +1,8 @@
 from dataclasses import dataclass
 
-from qibolab.platform import Platform
-from qibolab.qubits import QubitPairId
+from qibolab import Platform
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitPairId, Routine
 from qibocal.protocols.randomized_benchmarking.standard_rb import (
     StandardRBParameters,
     _plot,
diff --git a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py
index c6a657e05..bc55ecd81 100644
--- a/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py
+++ b/src/qibocal/protocols/randomized_benchmarking/standard_rb_2q_inter.py
@@ -1,10 +1,9 @@
 from dataclasses import dataclass, fields
 
 import numpy as np
-from qibolab.platform import Platform
-from qibolab.qubits import QubitPairId
+from qibolab import Platform
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitPairId, Routine
 from qibocal.protocols.randomized_benchmarking.standard_rb import _plot
 from qibocal.protocols.randomized_benchmarking.standard_rb_2q import (
     StandardRB2QParameters,
diff --git a/src/qibocal/protocols/randomized_benchmarking/utils.py b/src/qibocal/protocols/randomized_benchmarking/utils.py
index 381056e8f..0f652a129 100644
--- a/src/qibocal/protocols/randomized_benchmarking/utils.py
+++ b/src/qibocal/protocols/randomized_benchmarking/utils.py
@@ -10,10 +10,9 @@
 from qibo.backends import GlobalBackend
 from qibo.config import raise_error
 from qibo.models import Circuit
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
+from qibolab import Platform
 
-from qibocal.auto.operation import Data, Parameters, Results
+from qibocal.auto.operation import Data, Parameters, QubitId, QubitPairId, Results
 from qibocal.auto.transpile import (
     dummy_transpiler,
     execute_transpiled_circuit,
diff --git a/src/qibocal/protocols/readout_characterization.py b/src/qibocal/protocols/readout_characterization.py
index 04b5928eb..223e5393c 100644
--- a/src/qibocal/protocols/readout_characterization.py
+++ b/src/qibocal/protocols/readout_characterization.py
@@ -4,13 +4,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, Platform, PulseSequence
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.utils import (
     effective_qubit_temperature,
     format_error_single_cell,
diff --git a/src/qibocal/protocols/readout_mitigation_matrix.py b/src/qibocal/protocols/readout_mitigation_matrix.py
index 61397e4f5..29d002f62 100644
--- a/src/qibocal/protocols/readout_mitigation_matrix.py
+++ b/src/qibocal/protocols/readout_mitigation_matrix.py
@@ -7,12 +7,9 @@
 from qibo import gates
 from qibo.backends import GlobalBackend
 from qibo.models import Circuit
-from qibolab import ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.auto.transpile import dummy_transpiler, execute_transpiled_circuit
 from qibocal.config import log
 
diff --git a/src/qibocal/protocols/readout_optimization/resonator_amplitude.py b/src/qibocal/protocols/readout_optimization/resonator_amplitude.py
index 6826d2757..6abd43ac7 100644
--- a/src/qibocal/protocols/readout_optimization/resonator_amplitude.py
+++ b/src/qibocal/protocols/readout_optimization/resonator_amplitude.py
@@ -5,13 +5,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, Platform, PulseSequence
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.fitting.classifier.qubit_fit import QubitFit
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/readout_optimization/resonator_frequency.py b/src/qibocal/protocols/readout_optimization/resonator_frequency.py
index b31daf1d1..9bac21344 100644
--- a/src/qibocal/protocols/readout_optimization/resonator_frequency.py
+++ b/src/qibocal/protocols/readout_optimization/resonator_frequency.py
@@ -4,14 +4,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, Parameter, Platform, PulseSequence, Sweeper
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.fitting.classifier.qubit_fit import QubitFit
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency.py b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency.py
index f35c5e1e3..d097c35a9 100644
--- a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency.py
+++ b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency.py
@@ -3,11 +3,10 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols import classification
 from qibocal.protocols.readout_optimization.resonator_frequency import (
     ResonatorFrequencyType,
diff --git a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_SNR.py b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_SNR.py
index 7b1e1e32b..ca6c55b19 100644
--- a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_SNR.py
+++ b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_SNR.py
@@ -5,10 +5,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.resonator_spectroscopy import resonator_spectroscopy
 from qibocal.protocols.utils import HZ_TO_GHZ, PowerLevel, table_dict, table_html
 
diff --git a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_power.py b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_power.py
index 86f21a4e0..d69661d08 100644
--- a/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_power.py
+++ b/src/qibocal/protocols/readout_optimization/twpa_calibration/frequency_power.py
@@ -3,11 +3,10 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols import classification
 from qibocal.protocols.utils import HZ_TO_GHZ, table_dict, table_html
 
diff --git a/src/qibocal/protocols/readout_optimization/twpa_calibration/power.py b/src/qibocal/protocols/readout_optimization/twpa_calibration/power.py
index 76f0b3c87..58a6e3326 100644
--- a/src/qibocal/protocols/readout_optimization/twpa_calibration/power.py
+++ b/src/qibocal/protocols/readout_optimization/twpa_calibration/power.py
@@ -2,11 +2,10 @@
 
 import numpy as np
 import plotly.graph_objects as go
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
 from qibocal import update
-from qibocal.auto.operation import Parameters, Results, Routine
+from qibocal.auto.operation import Parameters, QubitId, Results, Routine
 from qibocal.protocols import classification
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/readout_optimization/twpa_calibration/power_SNR.py b/src/qibocal/protocols/readout_optimization/twpa_calibration/power_SNR.py
index 93b22e0e5..aa2b4f4e3 100644
--- a/src/qibocal/protocols/readout_optimization/twpa_calibration/power_SNR.py
+++ b/src/qibocal/protocols/readout_optimization/twpa_calibration/power_SNR.py
@@ -5,10 +5,9 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.resonator_spectroscopy import resonator_spectroscopy
 from qibocal.protocols.utils import HZ_TO_GHZ, PowerLevel, table_dict, table_html
 
diff --git a/src/qibocal/protocols/resonator_punchout.py b/src/qibocal/protocols/resonator_punchout.py
index 58ad1dbf6..e7b5c7090 100644
--- a/src/qibocal/protocols/resonator_punchout.py
+++ b/src/qibocal/protocols/resonator_punchout.py
@@ -5,14 +5,17 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from .utils import HZ_TO_GHZ, fit_punchout, norm, table_dict, table_html
 
diff --git a/src/qibocal/protocols/resonator_punchout_attenuation.py b/src/qibocal/protocols/resonator_punchout_attenuation.py
index 0ff28b693..7a070b4b3 100644
--- a/src/qibocal/protocols/resonator_punchout_attenuation.py
+++ b/src/qibocal/protocols/resonator_punchout_attenuation.py
@@ -5,14 +5,17 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 from .utils import HZ_TO_GHZ, fit_punchout, norm, table_dict, table_html
 
diff --git a/src/qibocal/protocols/resonator_spectroscopy.py b/src/qibocal/protocols/resonator_spectroscopy.py
index d66815481..bdf75bcce 100644
--- a/src/qibocal/protocols/resonator_spectroscopy.py
+++ b/src/qibocal/protocols/resonator_spectroscopy.py
@@ -5,13 +5,18 @@
 import numpy as np
 import numpy.typing as npt
 from _collections_abc import Callable
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    PulseSequence,
+    Sweeper,
+)
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
+from qibocal.result import magnitude, phase
 
 from .utils import (
     PowerLevel,
@@ -184,35 +189,42 @@ def _acquisition(
     amplitudes = {}
     attenuations = {}
 
-    for qubit in targets:
-        ro_pulses[qubit] = platform.create_qubit_readout_pulse(qubit, start=0)
+    for q in targets:
+        natives = platform.natives.single_qubit[q]
+        ro_sequence = natives.MZ.create_sequence()
+        ro_pulses[q] = ro_sequence[0][1]
 
         if params.amplitude is not None:
-            ro_pulses[qubit].amplitude = params.amplitude
+            ro_pulses[q].amplitude = params.amplitude
 
-        amplitudes[qubit] = ro_pulses[qubit].amplitude
+        amplitudes[q] = ro_pulses[q].probe.amplitude
 
         if params.attenuation is not None:
-            platform.qubits[qubit].readout.attenuation = params.attenuation
+            raise NotImplementedError
+            platform.qubits[q].readout.attenuation = params.attenuation
 
         try:
-            attenuation = platform.qubits[qubit].readout.attenuation
+            attenuation = platform.config(platform.qubits[q].probe).attenuation
         except AttributeError:
             attenuation = None
 
-        attenuations[qubit] = attenuation
-        sequence.add(ro_pulses[qubit])
+        attenuations[q] = attenuation
+        sequence.concatenate(ro_sequence)
 
     # define the parameter to sweep and its range:
     delta_frequency_range = np.arange(
         -params.freq_width / 2, params.freq_width / 2, params.freq_step
     )
-    sweeper = Sweeper(
-        Parameter.frequency,
-        delta_frequency_range,
-        pulses=[ro_pulses[qubit] for qubit in targets],
-        type=SweeperType.OFFSET,
-    )
+    sweepers = [
+        Sweeper(
+            parameter=Parameter.frequency,
+            values=platform.config(platform.qubits[q].probe).frequency
+            + delta_frequency_range,
+            channels=[platform.qubits[q].probe],
+        )
+        for q in targets
+    ]
+
     data = ResonatorSpectroscopyData(
         resonator_type=platform.resonator_type,
         power_level=params.power_level,
@@ -222,25 +234,31 @@ def _acquisition(
         phase_sign=params.phase_sign,
     )
 
-    results = platform.sweep(
-        sequence,
-        params.execution_parameters,
-        sweeper,
+    results = platform.execute(
+        [sequence],
+        [sweepers],
+        nshots=params.nshots,
+        relaxation_time=params.relaxation_time,
+        acquisition_type=AcquisitionType.INTEGRATION,
+        averaging_mode=AveragingMode.SINGLESHOT,
     )
 
     # retrieve the results for every qubit
-    for qubit in targets:
-        result = results[ro_pulses[qubit].serial]
+    for q in targets:
+        result = results[ro_pulses[q].id]
         # store the results
+        ro_frequency = platform.config(platform.qubits[q].probe).frequency
+        signal = magnitude(result)
+        phase_ = phase(result)
         data.register_qubit(
             ResSpecType,
-            (qubit),
+            (q),
             dict(
-                signal=result.average.magnitude,
-                phase=result.average.phase,
-                freq=delta_frequency_range + ro_pulses[qubit].frequency,
-                error_signal=result.average.std,
-                error_phase=result.phase_std,
+                signal=signal.mean(axis=0),
+                phase=phase_.mean(axis=0),
+                freq=delta_frequency_range + ro_frequency,
+                error_signal=np.std(signal, axis=0, ddof=1) / np.sqrt(signal.shape[0]),
+                error_phase=np.std(phase_, axis=0, ddof=1) / np.sqrt(phase_.shape[0]),
             ),
         )
     return data
diff --git a/src/qibocal/protocols/signal_experiments/calibrate_state_discrimination.py b/src/qibocal/protocols/signal_experiments/calibrate_state_discrimination.py
index 89c02242d..9e7966a73 100644
--- a/src/qibocal/protocols/signal_experiments/calibrate_state_discrimination.py
+++ b/src/qibocal/protocols/signal_experiments/calibrate_state_discrimination.py
@@ -5,13 +5,10 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 
 SAMPLES_FACTOR = 16
 
diff --git a/src/qibocal/protocols/signal_experiments/time_of_flight_readout.py b/src/qibocal/protocols/signal_experiments/time_of_flight_readout.py
index 94356618a..1b35cf34a 100644
--- a/src/qibocal/protocols/signal_experiments/time_of_flight_readout.py
+++ b/src/qibocal/protocols/signal_experiments/time_of_flight_readout.py
@@ -4,12 +4,9 @@
 import numpy as np
 import numpy.typing as npt
 import plotly.graph_objects as go
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitId
+from qibolab import AcquisitionType, AveragingMode, Platform, PulseSequence
 
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.protocols.utils import S_TO_NS, table_dict, table_html
 
 
diff --git a/src/qibocal/protocols/state_tomography.py b/src/qibocal/protocols/state_tomography.py
index 6094de710..f0349903c 100644
--- a/src/qibocal/protocols/state_tomography.py
+++ b/src/qibocal/protocols/state_tomography.py
@@ -10,10 +10,9 @@
 from qibo import Circuit, gates
 from qibo.backends import GlobalBackend, NumpyBackend, matrices
 from qibo.quantum_info import fidelity
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId
+from qibolab import Platform
 
-from qibocal.auto.operation import DATAFILE, Data, Parameters, Results, Routine
+from qibocal.auto.operation import DATAFILE, Data, Parameters, QubitId, Results, Routine
 from qibocal.auto.transpile import dummy_transpiler, execute_transpiled_circuit
 
 from .utils import table_dict, table_html
diff --git a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py
index c65ce9aeb..67cbff669 100644
--- a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py
+++ b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron.py
@@ -7,14 +7,11 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitPairId, Results, Routine
 from qibocal.config import log
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron_signal.py b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron_signal.py
index ccd21bdc1..11b5baa6e 100644
--- a/src/qibocal/protocols/two_qubit_interaction/chevron/chevron_signal.py
+++ b/src/qibocal/protocols/two_qubit_interaction/chevron/chevron_signal.py
@@ -4,12 +4,9 @@
 
 import numpy as np
 import numpy.typing as npt
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitPairId, Routine
 
 from ..utils import order_pair
 from .chevron import (
diff --git a/src/qibocal/protocols/two_qubit_interaction/chevron/utils.py b/src/qibocal/protocols/two_qubit_interaction/chevron/utils.py
index 40ea08213..894d00780 100644
--- a/src/qibocal/protocols/two_qubit_interaction/chevron/utils.py
+++ b/src/qibocal/protocols/two_qubit_interaction/chevron/utils.py
@@ -1,7 +1,7 @@
 import numpy as np
-from qibolab.platform import Platform
-from qibolab.pulses import PulseSequence
-from qibolab.qubits import QubitPairId
+from qibolab import Platform, PulseSequence
+
+from qibocal.auto.operation import QubitPairId
 
 from ..utils import order_pair
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/chsh/protocol.py b/src/qibocal/protocols/two_qubit_interaction/chsh/protocol.py
index 6adc6f147..10a57b763 100644
--- a/src/qibocal/protocols/two_qubit_interaction/chsh/protocol.py
+++ b/src/qibocal/protocols/two_qubit_interaction/chsh/protocol.py
@@ -9,11 +9,16 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from qibo.backends import GlobalBackend
-from qibolab import ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
-
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibolab import Platform
+
+from qibocal.auto.operation import (
+    Data,
+    Parameters,
+    QubitId,
+    QubitPairId,
+    Results,
+    Routine,
+)
 from qibocal.auto.transpile import dummy_transpiler, execute_transpiled_circuit
 from qibocal.config import log
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/chsh/pulses.py b/src/qibocal/protocols/two_qubit_interaction/chsh/pulses.py
index 3602d88bd..5c0b693e2 100644
--- a/src/qibocal/protocols/two_qubit_interaction/chsh/pulses.py
+++ b/src/qibocal/protocols/two_qubit_interaction/chsh/pulses.py
@@ -3,7 +3,7 @@
 from collections import defaultdict
 
 import numpy as np
-from qibolab.pulses import PulseSequence
+from qibolab import PulseSequence
 
 from .utils import READOUT_BASIS
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/optimize.py b/src/qibocal/protocols/two_qubit_interaction/optimize.py
index 020eecb66..ac7167f80 100644
--- a/src/qibocal/protocols/two_qubit_interaction/optimize.py
+++ b/src/qibocal/protocols/two_qubit_interaction/optimize.py
@@ -7,14 +7,18 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import (
+    Data,
+    Parameters,
+    QubitId,
+    QubitPairId,
+    Results,
+    Routine,
+)
 from qibocal.config import log
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/utils.py b/src/qibocal/protocols/two_qubit_interaction/utils.py
index 06c912a30..cad8b0d6e 100644
--- a/src/qibocal/protocols/two_qubit_interaction/utils.py
+++ b/src/qibocal/protocols/two_qubit_interaction/utils.py
@@ -1,6 +1,7 @@
 import numpy as np
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
+from qibolab import Platform
+
+from qibocal.auto.operation import QubitId, QubitPairId
 
 from ..utils import fallback_period, guess_period
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py
index 01adbc5d1..e5d34ca9b 100644
--- a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py
+++ b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases.py
@@ -7,15 +7,26 @@
 import numpy.typing as npt
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.pulses import Pulse, PulseSequence
-from qibolab.qubits import QubitId, QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import (
+    AcquisitionType,
+    AveragingMode,
+    Parameter,
+    Platform,
+    Pulse,
+    PulseSequence,
+    Sweeper,
+)
 from scipy.optimize import curve_fit
 
 from qibocal import update
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import (
+    Data,
+    Parameters,
+    QubitId,
+    QubitPairId,
+    Results,
+    Routine,
+)
 from qibocal.config import log
 from qibocal.protocols.utils import table_dict, table_html
 
diff --git a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases_signal.py b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases_signal.py
index 2b3f4419e..b2a610d50 100644
--- a/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases_signal.py
+++ b/src/qibocal/protocols/two_qubit_interaction/virtual_z_phases_signal.py
@@ -3,12 +3,9 @@
 from dataclasses import dataclass
 
 import numpy as np
-from qibolab import AcquisitionType, AveragingMode, ExecutionParameters
-from qibolab.platform import Platform
-from qibolab.qubits import QubitPairId
-from qibolab.sweeper import Parameter, Sweeper, SweeperType
+from qibolab import AcquisitionType, AveragingMode, Parameter, Platform, Sweeper
 
-from qibocal.auto.operation import Routine
+from qibocal.auto.operation import QubitPairId, Routine
 
 from .utils import order_pair
 from .virtual_z_phases import (
diff --git a/src/qibocal/protocols/two_qubit_state_tomography.py b/src/qibocal/protocols/two_qubit_state_tomography.py
index 0d3ecabc4..89f026cff 100644
--- a/src/qibocal/protocols/two_qubit_state_tomography.py
+++ b/src/qibocal/protocols/two_qubit_state_tomography.py
@@ -12,10 +12,16 @@
 from qibo.backends import GlobalBackend, NumpyBackend
 from qibo.quantum_info import fidelity
 from qibo.result import QuantumState
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
-
-from qibocal.auto.operation import DATAFILE, Data, Results, Routine
+from qibolab import Platform
+
+from qibocal.auto.operation import (
+    DATAFILE,
+    Data,
+    QubitId,
+    QubitPairId,
+    Results,
+    Routine,
+)
 from qibocal.auto.transpile import dummy_transpiler, execute_transpiled_circuit
 
 from .state_tomography import StateTomographyParameters, plot_reconstruction
diff --git a/src/qibocal/protocols/utils.py b/src/qibocal/protocols/utils.py
index a8513ef92..94fdaeb05 100644
--- a/src/qibocal/protocols/utils.py
+++ b/src/qibocal/protocols/utils.py
@@ -7,12 +7,11 @@
 import plotly.graph_objects as go
 from numpy.typing import NDArray
 from plotly.subplots import make_subplots
-from qibolab.qubits import QubitId
 from scipy import constants
 from scipy.optimize import curve_fit
 from scipy.signal import find_peaks
 
-from qibocal.auto.operation import Data, Results
+from qibocal.auto.operation import Data, QubitId, Results
 from qibocal.config import log
 from qibocal.fitting.classifier import run
 from qibocal.protocols.resonator_utils import (
diff --git a/src/qibocal/result.py b/src/qibocal/result.py
new file mode 100644
index 000000000..675b8091e
--- /dev/null
+++ b/src/qibocal/result.py
@@ -0,0 +1,88 @@
+"""Common result operations."""
+
+import numpy as np
+import numpy.typing as npt
+
+IQ = npt.NDArray[np.float64]
+"""An array of I and Q values.
+
+It is assumed that the I and Q component are discriminated by the
+innermost dimension of the array.
+"""
+
+
+def _lift(values: IQ) -> npt.NDArray:
+    """Transpose the innermost dimension to the outermost."""
+    return np.moveaxis(values, -1, 0)
+
+
+def _sink(values: npt.NDArray) -> IQ:
+    """Transpose the outermost dimension to the innermost.
+
+    Inverse of :func:`_lift`.
+    """
+    return np.moveaxis(values, 0, -1)
+
+
+def collect(i: npt.NDArray, q: npt.NDArray) -> IQ:
+    """Collect I and Q components in a single array."""
+    return _sink(np.stack([i, q]))
+
+
+def unpack(iq: IQ) -> tuple[npt.NDArray, npt.NDArray]:
+    """Unpack I and Q components from single array.
+
+    Inverse of :func:`collect`.
+    """
+    i, q = tuple(_lift(iq))
+    return i, q
+
+
+def magnitude(iq: IQ):
+    """Signal magnitude.
+
+    It is supposed to be a tension, possibly in arbitrary units.
+    """
+    iq_ = _lift(iq)
+    return np.sqrt(iq_[0] ** 2 + iq_[1] ** 2)
+
+
+def average(values: npt.NDArray) -> tuple[npt.NDArray, npt.NDArray]:
+    """Perform the values average.
+
+    It returns both the average estimator itself, and its standard
+    deviation estimator.
+
+    Use this also for I and Q values in the *standard layout*, cf. :class:`IQ`.
+    """
+    mean = np.mean(values, axis=0)
+    std = np.std(values, axis=0, ddof=1) / np.sqrt(values.shape[0])
+    return mean, std
+
+
+def average_iq(i: npt.NDArray, q: npt.NDArray) -> tuple[npt.NDArray, npt.NDArray]:
+    """Perform the average over I and Q.
+
+    Convenience wrapper over :func:`average` for separate i and q samples arrays.
+    """
+    return average(collect(i, q))
+
+
+def phase(iq: npt.NDArray):
+    """Signal phase in radians.
+
+    It is assumed that the I and Q component are discriminated by the
+    innermost dimension of the array.
+    """
+    iq_ = _lift(iq)
+    return np.unwrap(np.arctan2(iq_[0], iq_[1]))
+
+
+def probability(values: npt.NDArray, state: int = 0):
+    """Return the statistical frequency of the specified state.
+
+    The only accepted values `state` are `0` and `1`.
+    """
+    # The absolute value is only needed to make sure the result is always positive, even
+    # when extremely close to zero
+    return abs(1 - state - np.mean(values, axis=0))
diff --git a/src/qibocal/update.py b/src/qibocal/update.py
index 376cad2c3..e523b509e 100644
--- a/src/qibocal/update.py
+++ b/src/qibocal/update.py
@@ -4,10 +4,9 @@
 from typing import Union
 
 import numpy as np
-from qibolab import pulses
-from qibolab.native import VirtualZPulse
-from qibolab.platform import Platform
-from qibolab.qubits import QubitId, QubitPairId
+from qibolab import Platform
+
+from qibocal.auto.operation import QubitId, QubitPairId
 
 CLASSIFICATION_PARAMS = [
     "threshold",
@@ -20,45 +19,45 @@
 
 def readout_frequency(freq: float, platform: Platform, qubit: QubitId):
     """Update readout frequency value in platform for specific qubit."""
-    mz = platform.qubits[qubit].native_gates.MZ
-    freq_hz = int(freq)
-    mz.frequency = freq_hz
-    if mz.if_frequency is not None:
-        mz.if_frequency = freq_hz - platform.qubits[qubit].readout.lo_frequency
-    platform.qubits[qubit].readout_frequency = freq_hz
+    # mz = platform.qubits[qubit].native_gates.MZ
+    # freq_hz = int(freq)
+    # mz.frequency = freq_hz
+    # if mz.if_frequency is not None:
+    #    mz.if_frequency = freq_hz - platform.qubits[qubit].readout.lo_frequency
+    # platform.qubits[qubit].readout_frequency = freq_hz
 
 
 def bare_resonator_frequency(freq: float, platform: Platform, qubit: QubitId):
     """Update rbare frequency value in platform for specific qubit."""
-    platform.qubits[qubit].bare_resonator_frequency = int(freq)
+    # platform.qubits[qubit].bare_resonator_frequency = int(freq)
 
 
 def readout_amplitude(amp: float, platform: Platform, qubit: QubitId):
     """Update readout amplitude value in platform for specific qubit."""
-    platform.qubits[qubit].native_gates.MZ.amplitude = float(amp)
+    # platform.natives.single_qubit[qubit].MZ.amplitude = float(amp)
 
 
 def readout_attenuation(att: int, platform: Platform, qubit: QubitId):
     """Update readout attenuation value in platform for specific qubit."""
-    platform.qubits[qubit].readout.attenuation = int(att)
+    # platform.qubits[qubit].readout.attenuation = int(att)
 
 
 def drive_frequency(
     freq: Union[float, tuple, list], platform: Platform, qubit: QubitId
 ):
     """Update drive frequency value in platform for specific qubit."""
-    if isinstance(freq, Iterable):
-        freq = freq[0]
-    freq = int(freq)
-    platform.qubits[qubit].native_gates.RX.frequency = int(freq)
-    platform.qubits[qubit].drive_frequency = int(freq)
+    # if isinstance(freq, Iterable):
+    #    freq = freq[0]
+    # freq = int(freq)
+    # platform.qubits[qubit].native_gates.RX.frequency = int(freq)
+    # platform.qubits[qubit].drive_frequency = int(freq)
 
 
 def drive_amplitude(amp: Union[float, tuple, list], platform: Platform, qubit: QubitId):
     """Update drive frequency value in platform for specific qubit."""
     if isinstance(amp, Iterable):
         amp = amp[0]
-    platform.qubits[qubit].native_gates.RX.amplitude = float(amp)
+    # platform.natives.single_qubit[qubit].RX.amplitude = float(amp)
 
 
 def drive_duration(
@@ -67,7 +66,7 @@ def drive_duration(
     """Update drive duration value in platform for specific qubit."""
     if isinstance(duration, Iterable):
         duration = duration[0]
-    platform.qubits[qubit].native_gates.RX.duration = int(duration)
+    # platform.natives.single_qubit[qubit].RX.duration = int(duration)
 
 
 def crosstalk_matrix(
@@ -79,31 +78,33 @@ def crosstalk_matrix(
 
 def iq_angle(angle: float, platform: Platform, qubit: QubitId):
     """Update iq angle value in platform for specific qubit."""
-    platform.qubits[qubit].iq_angle = float(angle)
+    # platform.qubits[qubit].iq_angle = float(angle)
+    pass
 
 
 def threshold(threshold: float, platform: Platform, qubit: QubitId):
-    platform.qubits[qubit].threshold = float(threshold)
+    # platform.qubits[qubit].threshold = float(threshold)
+    pass
 
 
 def mean_gnd_states(gnd_state: list, platform: Platform, qubit: QubitId):
     """Update mean ground state value in platform for specific qubit."""
-    platform.qubits[qubit].mean_gnd_states = gnd_state
+    # platform.qubits[qubit].mean_gnd_states = gnd_state
 
 
 def mean_exc_states(exc_state: list, platform: Platform, qubit: QubitId):
     """Update mean excited state value in platform for specific qubit."""
-    platform.qubits[qubit].mean_exc_states = exc_state
+    # platform.qubits[qubit].mean_exc_states = exc_state
 
 
 def readout_fidelity(fidelity: float, platform: Platform, qubit: QubitId):
     """Update fidelity of single shot classification."""
-    platform.qubits[qubit].readout_fidelity = float(fidelity)
+    # platform.qubits[qubit].readout_fidelity = float(fidelity)
 
 
 def assignment_fidelity(fidelity: float, platform: Platform, qubit: QubitId):
     """Update fidelity of single shot classification."""
-    platform.qubits[qubit].assignment_fidelity = float(fidelity)
+    # platform.qubits[qubit].assignment_fidelity = float(fidelity)
 
 
 def virtual_phases(
diff --git a/src/qibocal/web/compared_report.py b/src/qibocal/web/compared_report.py
index 562416c22..80af8be44 100644
--- a/src/qibocal/web/compared_report.py
+++ b/src/qibocal/web/compared_report.py
@@ -7,9 +7,9 @@
 import pandas as pd
 import plotly.graph_objects as go
 from plotly.subplots import make_subplots
-from qibolab.qubits import QubitId, QubitPairId
 
 from qibocal.auto.history import History
+from qibocal.auto.operation import QubitId, QubitPairId
 from qibocal.auto.output import Output
 from qibocal.auto.task import Completed, TaskId
 from qibocal.cli.report import generate_figures_and_report
diff --git a/tests/test_executor.py b/tests/test_executor.py
index c9f1bbeb6..75be8aa52 100644
--- a/tests/test_executor.py
+++ b/tests/test_executor.py
@@ -8,14 +8,13 @@
 
 import pytest
 from qibolab import Platform, create_platform
-from qibolab.qubits import QubitId
 
 import qibocal
 import qibocal.protocols
 from qibocal import Executor
 from qibocal.auto.history import History
 from qibocal.auto.mode import ExecutionMode
-from qibocal.auto.operation import Data, Parameters, Results, Routine
+from qibocal.auto.operation import Data, Parameters, QubitId, Results, Routine
 from qibocal.auto.runcard import Action
 from qibocal.protocols import flipping
 
diff --git a/tests/test_update.py b/tests/test_update.py
index b183cc232..ef8f6c7b9 100644
--- a/tests/test_update.py
+++ b/tests/test_update.py
@@ -5,9 +5,8 @@
 
 import numpy as np
 import pytest
-from qibolab import create_platform
+from qibolab import Drag, create_platform
 from qibolab.native import VirtualZPulse
-from qibolab.pulses import Drag
 
 from qibocal import update
 from qibocal.protocols.signal_experiments.calibrate_state_discrimination import (