diff --git a/docs/NEXUS_ONE_AI_ENTERPRISE_DATASHEET_SOURCE.md b/docs/NEXUS_ONE_AI_ENTERPRISE_DATASHEET_SOURCE.md
index 3bd4ddb..94fd34c 100644
--- a/docs/NEXUS_ONE_AI_ENTERPRISE_DATASHEET_SOURCE.md
+++ b/docs/NEXUS_ONE_AI_ENTERPRISE_DATASHEET_SOURCE.md
@@ -27,6 +27,33 @@ through a logical gateway to an approved local or customer-selected compatible
 inference provider. Kubernetes isolates services, applications and extensions.
 Prometheus, Alertmanager, Grafana, Loki and Alloy provide operational visibility.
 
+## Kubernetes and background platform
+
+Nexus One AI is packaged as a Kubernetes application platform. K3s provides the
+compact Kubernetes distribution for appliance and single-node deployments,
+while customer-specific enterprise designs can use an approved multi-node
+topology. Namespaces separate platform services, data, observability, developer
+workspaces, application previews and capability packs.
+
+Stateless platform services run as Deployments. PostgreSQL, RabbitMQ and MinIO
+provide durable state, background-job transport and object storage. Services
+provide stable internal addresses; Ingress exposes only approved browser and API
+routes. ConfigMaps hold non-sensitive configuration and Secrets hold protected
+credentials. Jobs, CronJobs and persistent volumes support maintenance,
+scheduling, evidence and retained data.
+
+Interactive requests enter through TLS ingress, pass identity and role policy,
+and reach the portal or Core API. Long-running work is recorded in PostgreSQL,
+queued through RabbitMQ, executed by workers, and stored as durable status and
+artifacts. Prometheus, Alertmanager and Grafana provide metrics and alerting;
+Alloy and Loki provide logs. Backup services protect databases, objects,
+configuration and approved workspace data and support restore verification.
+
+App Studio applications execute in isolated Kubernetes preview namespaces before
+independent review and release through the application gateway. Capability packs
+also follow signed import, validation, enable, upgrade, rollback and removal
+lifecycles.
+
 ## Capability domains
 
 ### Work with AI
@@ -109,4 +136,3 @@ Specific capability availability depends on the licensed edition, purchased
 packs, customer infrastructure and approved integration scope. Final architecture,
 sizing, security configuration and acceptance criteria are confirmed during the
 solution-design process.
-
diff --git a/docs/Nexus_One_AI_Enterprise_Platform_Datasheet.pdf b/docs/Nexus_One_AI_Enterprise_Platform_Datasheet.pdf
index fca040b..15ea624 100644
Binary files a/docs/Nexus_One_AI_Enterprise_Platform_Datasheet.pdf and b/docs/Nexus_One_AI_Enterprise_Platform_Datasheet.pdf differ
diff --git a/docs/README.md b/docs/README.md
index bce42b9..3df0071 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -11,7 +11,7 @@ technical handoff point.
 | `Nexus_One_AI_Datasheet.docx` | Editable technical buyer datasheet. |
 | `Nexus_One_AI_Datasheet.pdf` | Shareable PDF export of the technical buyer datasheet. |
 | `Nexus_One_AI_Live_Features_and_Architecture_155.pdf` | Verified technical feature and architecture reference for the current `.155` Enterprise Pilot environment. |
-| `Nexus_One_AI_Enterprise_Platform_Datasheet.pdf` | Customer-facing enterprise datasheet covering value, architecture, capabilities, security, operations, deployment and evaluation. |
+| `Nexus_One_AI_Enterprise_Platform_Datasheet.pdf` | Customer-facing architecture and technical datasheet covering Kubernetes, services, data flows, capabilities, security, operations, deployment and evaluation. |
 | `NEXUS_ONE_AI_ENTERPRISE_DATASHEET_SOURCE.md` | Editable customer-facing content source for the enterprise platform datasheet. |
 | `NEXUS_ONE_AI_LIVE_TECHNICAL_REFERENCE_155.md` | Editable source reference covering live topology, capabilities, evidence, limitations and next actions. |
 | `CURRENT_CAPABILITIES.md` | Concise live capability/status matrix, updated against `.155`. |