diff --git a/backend/core/generators.py b/backend/core/generators.py
index ec85c8976..ba7983e23 100644
--- a/backend/core/generators.py
+++ b/backend/core/generators.py
@@ -1,10 +1,81 @@
-import os
+import io
+import matplotlib
 from icecream import ic
+from numpy import char
 from .models import *
 from math import ceil
+from docxtpl import InlineImage
+from docx.shared import Cm
+import matplotlib.pyplot as plt
 
+matplotlib.use("Agg")
 
-def gen_audit_context(id):
+
+def plot_bar(data):
+    plt.figure(figsize=(10, 6))
+    plt.bar(
+        [item["category"] for item in data],
+        [item["value"] for item in data],
+    )
+    plt.tight_layout()
+    chart_buffer = io.BytesIO()
+    plt.savefig(chart_buffer, format="png")
+    chart_buffer.seek(0)
+    plt.close()
+    return chart_buffer
+
+
+def plot_donut(data, colors=None):
+    """
+    Create a donut chart from the input data
+
+    Args:
+        data (list): List of dictionaries with 'category' and 'value' keys
+
+    Returns:
+        io.BytesIO: Buffer containing the donut chart image
+    """
+    plt.figure(figsize=(10, 6))
+
+    values = [item["value"] for item in data]
+    labels = [item["category"] for item in data]
+
+    default_colors = [
+        "#4CAF50",  # Green for Compliant
+        "#FFC107",  # Amber for Partially Compliant
+        "#F44336",  # Red for Non-Compliant
+        "#9C27B0",  # Purple for Not Applicable
+        "#2196F3",  # Blue for Not Assessed
+    ]
+
+    # Use provided colors or fall back to default
+    plot_colors = colors if colors is not None else default_colors[: len(values)]
+    plt.pie(
+        values,
+        labels=labels,
+        colors=plot_colors,
+        autopct="%1.f%%",  # Show percentage
+        startangle=90,
+        pctdistance=0.85,  # Distance of percentage from the center
+        wedgeprops={"edgecolor": "white", "linewidth": 1},
+    )
+
+    center_circle = plt.Circle((0, 0), 0.60, fc="white", ec="white")
+    fig = plt.gcf()
+    fig.gca().add_artist(center_circle)
+
+    plt.axis("equal")  # Equal aspect ratio ensures that pie is drawn as a circle
+    plt.tight_layout()
+
+    chart_buffer = io.BytesIO()
+    plt.savefig(chart_buffer, format="png", dpi=300)
+    chart_buffer.seek(0)
+    plt.close()
+
+    return chart_buffer
+
+
+def gen_audit_context(id, doc):
     context = dict()
     audit = ComplianceAssessment.objects.get(id=id)
 
@@ -12,20 +83,22 @@ def gen_audit_context(id):
     reviewers = ", ".join([a.email for a in audit.reviewers.all()])
 
     cnt_per_result = audit.get_requirements_result_count()
-    ic(cnt_per_result)
     total = sum([res[0] for res in cnt_per_result])
-    perc_res = [
-        ceil((res[0] / total) * 100) if total > 0 else 0 for res in cnt_per_result
+
+    donut_data = [
+        {"category": "Conforme", "value": cnt_per_result[3][0]},
+        {"category": "Partiellement conforme", "value": cnt_per_result[1][0]},
+        {"category": "Non conforme", "value": cnt_per_result[2][0]},
+        {"category": "Non applicable", "value": cnt_per_result[4][0]},
+        {"category": "Non évalué", "value": cnt_per_result[0][0]},
     ]
-    ic(perc_res)
+
+    res_donut = InlineImage(doc, plot_donut(donut_data), width=Cm(15))
+
     context = {
-        "name": audit.name,
-        "framework": audit.framework.name,
-        "date": now().strftime("%Y-%m-%d %H:%M"),
+        "audit": audit,
+        "date": now().strftime("%d/%m/%Y"),
         "contributors": f"{authors}\n{reviewers}",
-        "description": audit.description,
-        "domain": audit.project,
-        "observation": audit.observation,
         "req": {
             "total": total,
             "compliant": cnt_per_result[3][0],
@@ -33,12 +106,8 @@ def gen_audit_context(id):
             "non_compliant": cnt_per_result[2][0],
             "not_applicable": cnt_per_result[4][0],
             "not_assessed": cnt_per_result[0][0],
-            "compliant_p": perc_res[3],
-            "part_compliant_p": perc_res[1],
-            "non_compliant_p": perc_res[2],
-            "not_applicable_p": perc_res[4],
-            "not_assessed_p": perc_res[0],
         },
+        "chart_progress_donut": res_donut,
     }
 
     return context
diff --git a/backend/core/templates/core/audit_report_template.docx b/backend/core/templates/core/audit_report_template.docx
index 78768e133..18fa3cd5e 100644
Binary files a/backend/core/templates/core/audit_report_template.docx and b/backend/core/templates/core/audit_report_template.docx differ
diff --git a/backend/core/views.py b/backend/core/views.py
index 9e89c3a97..9f1e52bce 100644
--- a/backend/core/views.py
+++ b/backend/core/views.py
@@ -2166,7 +2166,7 @@ def word_report(self, request, pk):
             / "audit_report_template.docx"
         )
         doc = DocxTemplate(template_path)
-        context = gen_audit_context(pk)
+        context = gen_audit_context(pk, doc)
         doc.render(context)
         buffer_doc = io.BytesIO()
         doc.save(buffer_doc)