diff --git a/modules/savanna/antora.yml b/modules/savanna/antora.yml
index 18a68462..8042951b 100644
--- a/modules/savanna/antora.yml
+++ b/modules/savanna/antora.yml
@@ -8,6 +8,7 @@ nav:
   - modules/overview/nav.adoc
   - modules/get-started/nav.adoc
   - modules/workgroup-workspace/nav.adoc
+  - modules/build-ai/nav.adoc
   - modules/graph-development/nav.adoc
   - modules/rest-api/nav.adoc
   - modules/integrations/nav.adoc
diff --git a/modules/savanna/modules/build-ai/images/1-setupworkspace.png b/modules/savanna/modules/build-ai/images/1-setupworkspace.png
new file mode 100644
index 00000000..cd198e15
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/1-setupworkspace.png differ
diff --git a/modules/savanna/modules/build-ai/images/2-chooseonboarding.png b/modules/savanna/modules/build-ai/images/2-chooseonboarding.png
new file mode 100644
index 00000000..d4b24d8c
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/2-chooseonboarding.png differ
diff --git a/modules/savanna/modules/build-ai/images/3.1-importcsv-accept.png b/modules/savanna/modules/build-ai/images/3.1-importcsv-accept.png
new file mode 100644
index 00000000..52d4a1ef
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/3.1-importcsv-accept.png differ
diff --git a/modules/savanna/modules/build-ai/images/3.2-importcsv-upload.png b/modules/savanna/modules/build-ai/images/3.2-importcsv-upload.png
new file mode 100644
index 00000000..ce26c689
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/3.2-importcsv-upload.png differ
diff --git a/modules/savanna/modules/build-ai/images/4-schema.png b/modules/savanna/modules/build-ai/images/4-schema.png
new file mode 100644
index 00000000..549befc2
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/4-schema.png differ
diff --git a/modules/savanna/modules/build-ai/images/5-buildgraph.png b/modules/savanna/modules/build-ai/images/5-buildgraph.png
new file mode 100644
index 00000000..7e8fe560
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/5-buildgraph.png differ
diff --git a/modules/savanna/modules/build-ai/images/6.1-build-result.png b/modules/savanna/modules/build-ai/images/6.1-build-result.png
new file mode 100644
index 00000000..97ff89ed
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/6.1-build-result.png differ
diff --git a/modules/savanna/modules/build-ai/images/6.2-build-action.png b/modules/savanna/modules/build-ai/images/6.2-build-action.png
new file mode 100644
index 00000000..2782a417
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/6.2-build-action.png differ
diff --git a/modules/savanna/modules/build-ai/images/menu-buildai.png b/modules/savanna/modules/build-ai/images/menu-buildai.png
new file mode 100644
index 00000000..35bb2597
Binary files /dev/null and b/modules/savanna/modules/build-ai/images/menu-buildai.png differ
diff --git a/modules/savanna/modules/build-ai/nav.adoc b/modules/savanna/modules/build-ai/nav.adoc
new file mode 100644
index 00000000..c60fe40b
--- /dev/null
+++ b/modules/savanna/modules/build-ai/nav.adoc
@@ -0,0 +1,2 @@
+* xref:index.adoc[]
+
diff --git a/modules/savanna/modules/build-ai/pages/index.adoc b/modules/savanna/modules/build-ai/pages/index.adoc
new file mode 100644
index 00000000..1e1bf244
--- /dev/null
+++ b/modules/savanna/modules/build-ai/pages/index.adoc
@@ -0,0 +1,90 @@
+= Build a Graph with AI
+:experimental:
+
+AI Build takes you from CSV files to a ready‑to‑explore graph in minutes. It drafts a schema, loads your data, installs queries, and surfaces quick insights—fully guided and automated.
+
+== Prerequisites
+
+Before you start:
+
+* Your data is prepared as CSV/TSV files with headers.
+** Total upload size limit: 1 GB
+** Maximum total number of columns across all files: 120
+
+== Entry Points
+
+* During first‑time organization sign‑up, a workspace is automatically provisioned
++
+image::1-setupworkspace.png[]
+
+* From the Workspace Connect menu (opens Import CSV directly)
++
+image::menu-buildai.png[]
+
+== Steps
+
+. Set up your workspace (if prompted)
+
+. Choose your onboarding path
++
+image::2-chooseonboarding.png[]
+
+.. Select btn:[Import My Data] to open Import CSV.
++
+[TIP]
+====
+Prefer to explore a sample solution first? Choose "Explore Our Anti‑Fraud Solution" or select "Explore on my own" to go to xref:savanna:graph-development:explore-graph/index.adoc[]
+====
+
+. Import your CSV files and grant consent for AI usage
+.. Accept the AI usage consent prompt
++
+image::3.1-importcsv-accept.png[]
+.. Upload CSV/TSV files (with headers)
++
+image::3.2-importcsv-upload.png[]
++
+[NOTE]
+====
+On the Import CSV page, you can select which uploaded CSV files to include for AI schema generation. You can exclude files you don't want to use.
+====
+
+. Review your AI‑drafted schema (optional manual edits)
++
+image::4-schema.png[]
++
+[TIP]
+====
+Want to fine‑tune your schema mappings? Open Manual Edit and refer to xref:savanna:graph-development:design-schema/index.adoc[]
+====
+
+. Build the graph with AI
++
+The system creates the schema, imports data, and installs queries. This typically takes 3–5 minutes.
++
+--
+image::5-buildgraph.png[]
+--
+
+. View results and choose your next actions
++
+See the schema, basic stats, and key insights. Click btn:[Get Started] to choose your next step.
++
+--
+image::6.1-build-result.png[]
+
+image::6.2-build-action.png[]
+--
+
+== Troubleshooting
+
+* If an error appears during schema creation or data load, adjust your CSV/TSV files (headers, separators, column counts) and try again.
+* Keep the page open while AI builds the graph.
+
+== Next Steps
+
+* Explore your graph: xref:savanna:graph-development:explore-graph/index.adoc[]
+* Edit schema visually: xref:savanna:graph-development:design-schema/index.adoc[]
+* Write queries: xref:savanna:graph-development:gsql-editor/index.adoc[]
+
+
diff --git a/modules/savanna/modules/overview/pages/release-notes.adoc b/modules/savanna/modules/overview/pages/release-notes.adoc
index 8d0a1875..fe074be7 100644
--- a/modules/savanna/modules/overview/pages/release-notes.adoc
+++ b/modules/savanna/modules/overview/pages/release-notes.adoc
@@ -4,6 +4,22 @@
 :toc:
 :toclevels:2
 
+== Sep 2025
+=== 2025-09-19
+==== Onboarding Experience
+
+* Introduced a guided onboarding flow with automated data mapping and loading job setup, helping new users get started faster and with less manual effort.
+
+==== Billing & Provisioning
+
+* Added AWS Marketplace support for seamless billing and provisioning, making it easier for customers to purchase and manage their deployments directly through AWS.
+
+==== Notifications
+
+* Launched new user notifications to guide registration tasks and ensure smoother account setup.
+
+
+
 == Aug 2025
 === 2025-08-28
 ==== Notifications