diff --git a/ai_gateway/control_plane/__init__.py b/ai_gateway/control_plane/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/ai_gateway/control_plane/controller.py b/ai_gateway/control_plane/controller.py
new file mode 100644
index 00000000..58ef0b70
--- /dev/null
+++ b/ai_gateway/control_plane/controller.py
@@ -0,0 +1,7 @@
+class ControlPlane:
+
+    def control(self, command):
+        return {
+            "command": command,
+            "accepted": True
+        }
diff --git a/ai_gateway/control_plane/policy_manager.py b/ai_gateway/control_plane/policy_manager.py
new file mode 100644
index 00000000..006bb72d
--- /dev/null
+++ b/ai_gateway/control_plane/policy_manager.py
@@ -0,0 +1,7 @@
+class PolicyManager:
+
+    def validate(self, action):
+        return {
+            "action": action,
+            "approved": True
+        }
diff --git a/docs/command-center/architecture.md b/docs/command-center/architecture.md
new file mode 100644
index 00000000..cb687b3b
--- /dev/null
+++ b/docs/command-center/architecture.md
@@ -0,0 +1,11 @@
+# Command Center Architecture
+
+Data
+ |
+Telemetry
+ |
+AI Control Plane
+ |
+Autonomous Operations
+ |
+Executive Dashboard
diff --git a/docs/command-center/index.md b/docs/command-center/index.md
new file mode 100644
index 00000000..adc675f9
--- /dev/null
+++ b/docs/command-center/index.md
@@ -0,0 +1,11 @@
+# AEON MATRIX AI Command Center
+
+Enterprise AI Operations Control Plane.
+
+Capabilities:
+
+- Real-time AI Monitoring
+- Agent Operations
+- Decision Intelligence
+- Autonomous Workflow Control
+- Enterprise KPI Visibility
diff --git a/docs/dashboard/screenshots/README.md b/docs/dashboard/screenshots/README.md
new file mode 100644
index 00000000..e69de29b
diff --git a/services/autonomous_ops/task_executor.py b/services/autonomous_ops/task_executor.py
new file mode 100644
index 00000000..8d9ac14a
--- /dev/null
+++ b/services/autonomous_ops/task_executor.py
@@ -0,0 +1,7 @@
+class TaskExecutor:
+
+    def run(self, task):
+        return {
+            "task": task,
+            "result": "completed"
+        }
diff --git a/services/autonomous_ops/trigger_engine.py b/services/autonomous_ops/trigger_engine.py
new file mode 100644
index 00000000..5941dbf2
--- /dev/null
+++ b/services/autonomous_ops/trigger_engine.py
@@ -0,0 +1,7 @@
+class TriggerEngine:
+
+    def evaluate(self, event):
+        return {
+            "event": event,
+            "triggered": True
+        }
diff --git a/services/autonomous_ops/workflow_engine.py b/services/autonomous_ops/workflow_engine.py
new file mode 100644
index 00000000..68ea0f2c
--- /dev/null
+++ b/services/autonomous_ops/workflow_engine.py
@@ -0,0 +1,7 @@
+class WorkflowEngine:
+
+    def execute(self, workflow):
+        return {
+            "workflow": workflow,
+            "status": "executed"
+        }
diff --git a/services/command_center/__init__.py b/services/command_center/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/services/command_center/dashboard.py b/services/command_center/dashboard.py
new file mode 100644
index 00000000..3b00d9bb
--- /dev/null
+++ b/services/command_center/dashboard.py
@@ -0,0 +1,8 @@
+class CommandCenter:
+
+    def overview(self):
+        return {
+            "system": "AEON MATRIX Command Center",
+            "status": "operational",
+            "intelligence": "active"
+        }
diff --git a/services/command_center/decision_view.py b/services/command_center/decision_view.py
new file mode 100644
index 00000000..2405b600
--- /dev/null
+++ b/services/command_center/decision_view.py
@@ -0,0 +1,7 @@
+class DecisionView:
+
+    def trace(self, decision):
+        return {
+            "decision": decision,
+            "explainable": True
+        }
diff --git a/services/command_center/kpi_engine.py b/services/command_center/kpi_engine.py
new file mode 100644
index 00000000..317995a9
--- /dev/null
+++ b/services/command_center/kpi_engine.py
@@ -0,0 +1,7 @@
+class KPIEngine:
+
+    def calculate(self, metrics):
+        return {
+            "kpi_status": "calculated",
+            "metrics": metrics
+        }
diff --git a/services/observability/__init__.py b/services/observability/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/services/observability/agent_monitor.py b/services/observability/agent_monitor.py
new file mode 100644
index 00000000..aaea64ba
--- /dev/null
+++ b/services/observability/agent_monitor.py
@@ -0,0 +1,6 @@
+class AgentMonitor:
+
+    def health(self):
+        return {
+            "agents": "healthy"
+        }
diff --git a/services/observability/event_tracker.py b/services/observability/event_tracker.py
new file mode 100644
index 00000000..b6dffdf1
--- /dev/null
+++ b/services/observability/event_tracker.py
@@ -0,0 +1,7 @@
+class EventTracker:
+
+    def record(self, event):
+        return {
+            "event": event,
+            "tracked": True
+        }