Apply IA changes to serverless docs

docs/en/serverless/ai-assistant/ai-assistant.asciidoc

@@ -1,5 +1,5 @@
 [[observability-ai-assistant]]
-= AI Assistant
+= {observability} AI Assistant
 
 // :keywords: serverless, observability, overview
 

docs/en/serverless/application-and-service-monitoring.asciidoc

@@ -0,0 +1,17 @@
+[[application-and-service-monitoring]]
+= Application and service monitoring
+
+++++
+<titleabbrev>Applications and services</titleabbrev>
+++++
+
+Explore the topics in this section to learn how to observe and monitor software applications and services running in your environment.
+
+[cols="1,1"]
+|===
+|<<observability-apm>>
+|Monitor software services and applications in real time, by collecting detailed performance information on response time for incoming requests, database queries, calls to caches, external HTTP requests, and more.
+
+|<<observability-monitor-synthetics>>
+|Monitor the availability of network endpoints and services.
+|===

docs/en/serverless/cloud-monitoring.asciidoc

@@ -0,0 +1,23 @@
+[[cloud-monitoring]]
+= Cloud monitoring
+
+++++
+<titleabbrev>Cloud</titleabbrev>
+++++
+
+Explore the topics in this section to learn how to observe and monitor a broad range of resources and applications running in your cloud ecosystem.
+
+[cols="1,1"]
+|===
+|<<monitor-amazon-web-services>>
+|Monitor AWS services and resources, including EC2, Kinesis data streams, S3 buckets, SQS, VPC Flow Logs, CloudTrail logs, network firewall logs, WAF logs, and CloudWatch logs.
+
+|<<monitor-azure-web-services>>
+|Get visibility into your key Azure services including through secure native integration within the Azure console.
+
+|<<monitor-gcp>>
+|Track performance of your Google Cloud services, including through agentless data ingestion with Google Pub/Sub.
+|===
+
+
+

docs/en/serverless/dashboards/dashboards-and-visualizations.asciidoc

@@ -1,5 +1,5 @@
 [[observability-dashboards]]
-= Dashboards
+= Get started with dashboards
 
 // :description: Visualize your observability data using pre-built dashboards or create your own.
 // :keywords: serverless, observability, overview

docs/en/serverless/incident-management.asciidoc

@@ -0,0 +1,19 @@
+[[incident-management]]
+= Incident management
+
+Explore the topics in this section to learn how to respond to incidents detected in your {observability} data.
+
+
+[cols="1,1"]
+|===
+|<<observability-alerting>>
+|Trigger alerts when incidents occur, and use built-in connectors to send the alerts to email, slack, or other third-party systems, such as your external incident management application.
+
+|<<observability-cases>>
+|Collect and share information about {observability} issues by opening cases and optionally sending them to your external incident management application.
+
+|<<observability-slos>>
+|Set clear, measurable targets for your service performance, based on factors like availability, response times, error rates, and other key metrics.
+|===
+
+

docs/en/serverless/infra-monitoring/infra-monitoring.asciidoc

@@ -1,5 +1,5 @@
 [[observability-infrastructure-monitoring]]
-= Infrastructure monitoring
+= Analyze infrastructure and host metrics
 
 // :description: Monitor metrics from your servers, Docker, Kubernetes, Prometheus, and other services and applications.
 // :keywords: serverless, observability, overview

docs/en/serverless/infrastructure-and-host-monitoring-intro.asciidoc

@@ -0,0 +1,20 @@
+[[infrastructure-and-host-monitoring-intro]]
+= Infrastructure and host monitoring
+
+++++
+<titleabbrev>Infrastructure and hosts</titleabbrev>
+++++
+
+Explore the topics in this section to learn how to observe and monitor hosts and other systems running in your environment.
+
+[cols="1,1"]
+|===
+|<<observability-infrastructure-monitoring>>
+|Visualize infrastructure metrics to help diagnose problematic spikes, identify high resource utilization, automatically discover and track pods, and unify your metrics with other observability data.
+
+|<<observability-troubleshooting-infrastructure-monitoring>>
+|Troubleshoot common issues on your own or ask for help.
+
+|<<observability-metrics-reference>>
+|Learn about the key metrics displayed in the Infrastructure UI and how they are calculated.
+|===

docs/en/serverless/logging/log-monitoring.asciidoc

@@ -1,6 +1,10 @@
 [[observability-log-monitoring]]
 = Log monitoring
 
+++++
+<titleabbrev>Logs</titleabbrev>
+++++
+
 // :description: Use Elastic to deploy and manage logs at a petabyte scale, and get insights from your logs in minutes.
 // :keywords: serverless, observability, overview
 

docs/en/serverless/aiops/aiops.asciidoc → docs/en/serverless/machine-learning/machine-learning.asciidoc

@@ -1,12 +1,16 @@
-[[observability-aiops]]
-= AIOps
+[[observability-machine-learning]]
+= Machine learning and AIOps
+
+++++
+<titleabbrev>Machine learning</titleabbrev>
+++++
 
 // :description: Automate anomaly detection and accelerate root cause analysis with AIOps.
 // :keywords: serverless, observability, overview
 
 preview:[]
 
-The AIOps capabilities available in {obs-serverless} enable you to consume and process large observability data sets at scale, reducing the time and effort required to detect, understand, investigate, and resolve incidents.
+The machine learning capabilities available in {obs-serverless} enable you to consume and process large observability data sets at scale, reducing the time and effort required to detect, understand, investigate, and resolve incidents.
 Built on predictive analytics and {ml}, our AIOps capabilities require no prior experience with {ml}.
 DevOps engineers, SREs, and security analysts can get started right away using these AIOps features with little or no advanced configuration:
 

docs/en/serverless/monitor-datasets.asciidoc

@@ -1,6 +1,10 @@
 [[observability-monitor-datasets]]
 = Data set quality monitoring
 
+++++
+<titleabbrev>Data set quality</titleabbrev>
+++++
+
 // :description: Monitor data sets to find degraded documents.
 // :keywords: serverless, observability, how-to
 

docs/en/serverless/observability-get-started.asciidoc

@@ -0,0 +1,83 @@
+[[observability-get-started]]
+= Get started with Elastic Observability
+
+//REVIEWERS: Any concerns that this duplicates some of the info provided on the Obs landing page?
+//I think this page might rank higher in a google search for users who are looking for GS content because it's longer and has the
+//right keywords.
+
+++++
+<titleabbrev>Get started</titleabbrev>
+++++
+
+New to Elastic {observability}? Discover more about our observability features and how to get started.
+
+[discrete]
+== Learn about Elastic {observability}
+
+Learn about key features available to help you get value from your observability data and what it will cost you:
+
+* <<observability-serverless-observability-overview>>
+* <<observability-billing>>
+
+[discrete]
+[[get-started-with-use-case]]
+== Get started with your use case
+
+Learn how to create an Observability project and use Elastic
+Observability to gain deeper insight into the behavior of your applications and
+systems.
+
+image::images/get-started.svg[]
+
+1. **Choose your source.** Elastic integrates with hundreds of data sources for
+unified visibility across all your applications and systems.
+
+2. **Ingest your data.** Turn-key integrations provide a repeatable workflow to
+ingest data from all your sources: you install an integration, configure it, and
+deploy an agent to collect your data.
+
+3. **View your data.** Navigate seamlessly between Observabilty UIs and
+dashboards to identify and resolve problems quickly.
+
+4. **Customize.** Expand your deployment and add features like alerting and anomaly
+detection.
+
+To get started, <<observability-create-an-observability-project,create an Observability project>>,
+then follow one of our <<quickstarts-overview,quickstarts>> to learn how to ingest and visualize your observability data.
+
+[discrete]
+[[quickstarts-overview]]
+=== Quickstarts
+
+Our quickstarts dramatically reduce your time-to-value by offering a fast path to ingest and visualize your Observability data.
+Each quickstart provides:
+
+* A highly opinionated, fast path to data ingestion
+* Sensible configuration defaults with minimal configuration required
+* Auto-detection of logs and metrics for monitoring hosts
+* Quick access to related dashboards and visualizations
+
+Follow the steps in these guides to get started quickly:
+
+* <<observability-quickstarts-monitor-hosts-with-elastic-agent>>
+* <<observability-quickstarts-k8s-logs-metrics>>
+
+//TODO: Ask Arianna: will the firehose QS be added to serverless
+
+[discrete]
+=== Get started with other features
+
+Want to use {fleet} or some other feature not covered in the quickstarts?
+Follow the steps in these guides to get started:
+
+* <<observability-get-started-with-logs,Get started with system metrics>>
+* <<observability-apm-get-started,Get started with application traces and APM>>
+* <<observability-synthetics-get-started,Get started with synthetic monitoring>>
+
+[discrete]
+== Additional guides
+
+Ready to dig into more features of Elastic Observability? See these guides:
+
+* <<observability-alerting>>
+* <<observability-slos>>

docs/en/serverless/observability-overview.asciidoc

@@ -136,7 +136,7 @@ image::images/cases.png[Screenshot showing list of cases]
 
 [discrete]
 [[observability-serverless-observability-overview-aiops]]
-== AIOps
+== Machine learning and AIOps
 
 Reduce the time and effort required to detect, understand, investigate, and resolve incidents at scale
 by leveraging predictive analytics and machine learning:
@@ -148,4 +148,4 @@ by leveraging predictive analytics and machine learning:
 [role="screenshot"]
 image::images/log-rate-analysis.png[Log rate analysis page showing log rate spike ]
 
-<<observability-aiops,Learn more about AIOps →>>
+<<observability-machine-learning,Learn more about machine learning and AIOps →>>

docs/en/serverless/quickstarts/k8s-logs-metrics.asciidoc

@@ -1,5 +1,5 @@
 [[observability-quickstarts-k8s-logs-metrics]]
-= Monitor your Kubernetes cluster with Elastic Agent
+= Quickstart: Monitor your Kubernetes cluster with Elastic Agent
 
 // :description: Learn how to monitor your cluster infrastructure running on Kubernetes.
 // :keywords: serverless, observability, how-to

docs/en/serverless/quickstarts/monitor-hosts-with-elastic-agent.asciidoc

@@ -1,5 +1,5 @@
 [[observability-quickstarts-monitor-hosts-with-elastic-agent]]
-= Monitor hosts with {agent}
+= Quickstart: Monitor hosts with {agent}
 
 // :description: Learn how to scan your hosts to detect and collect logs and metrics.
 // :keywords: serverless, observability, how-to
@@ -119,7 +119,7 @@ You can also:
 ** <<observability-monitor-datasets,Monitor log data set quality>> to find degraded documents.
 ** <<observability-run-log-pattern-analysis,Run a pattern analysis>> to find patterns in unstructured log messages.
 ** <<observability-alerting,Create alerts>> that notify you when an Observability data type reaches or exceeds a given value.
-* Use <<observability-aiops,AIOps features>> to apply predictive analytics and machine learning to your data:
+* Use <<observability-machine-learning,machine learning and AIOps features>> to apply predictive analytics and machine learning to your data:
 +
 ** <<observability-aiops-detect-anomalies,Detect anomalies>> by comparing real-time and historical data from different sources to look for unusual, problematic patterns.
 ** <<observability-aiops-analyze-spikes,Analyze log spikes and drops>>.

docs/en/serverless/reference.asciidoc

@@ -0,0 +1,7 @@
+[[reference]]
+= Reference
+
+This section contains reference information related to using Elastic {observability}.
+
+* <<observability-infrastructure-monitoring-required-fields>>
+* <<observability-elastic-entity-model>>

docs/en/serverless/elastic-entity-model.asciidoc → docs/en/serverless/reference/elastic-entity-model.asciidoc

@@ -32,7 +32,7 @@ The concept of an entity is important as a means to unify observability signals
 
 :role: Admin
 :goal: enable the Elastic Entity Model
-include::./partials/roles.asciidoc[]
+include::../partials/roles.asciidoc[]
 :role!:
 
 :goal!:
@@ -45,7 +45,7 @@ You can enable the Elastic Entity Model from the new <<observability-inventory,I
 
 :role: Admin
 :goal: enable the Elastic Entity Model
-include::./partials/roles.asciidoc[]
+include::../partials/roles.asciidoc[]
 :role!:
 
 :goal!:

docs/en/serverless/infra-monitoring/metrics-app-fields.asciidoc → docs/en/serverless/reference/metrics-app-fields.asciidoc

@@ -1,5 +1,5 @@
 [[observability-infrastructure-monitoring-required-fields]]
-= Required fields
+= Infrastructure app fields
 
 // :description: Learn about the fields required to display data in the Infrastructure UI.
 // :keywords: serverless, observability, reference

docs/en/serverless/what-is-observability-serverless.asciidoc

@@ -13,7 +13,9 @@ While in technical preview, Elastic Observability serverless projects should not
 [discrete]
 == Get started
 
-* <<observability-quickstarts-overview,*Quickstarts*>>: Learn how to ingest your observability data and get immediate value.
+* <<observability-get-started,*Get started*>>: Discover more about our observability features and how to get started.
+* <<observability-quickstarts-monitor-hosts-with-elastic-agent,*Quickstart: Monitor hosts with Elastic Agent*>>: Scan your host to detect and collect logs and metrics.
+* <<observability-quickstarts-k8s-logs-metrics,*Quickstart: Monitor your Kubernetes cluster with Elastic Agent*>>: Create the Kubernetes resources that are required to monitor your cluster infrastructure.
 * <<observability-get-started-with-logs,*Get started with Logs*>>: Add your log data to Elastic Observability and start exploring your logs.
 * <<observability-apm-get-started,*Get started with traces and APM*>>: Collect Application Performance Monitoring (APM) data and visualize it in real time.
 * <<observability-get-started-with-metrics,*Get started with metrics*>>: Add your metrics data to Elastic Observability and visualize it in real time.