Update README.md

README.md

@@ -230,3 +230,107 @@ Sovereign™ is built specifically to satisfy requirements of:
   "message": "Model is operating safely."
 }
 
+4. Output Example (Technical Mode)
+
+{
+  "fingerprint": "...",
+  "attestation": "...",
+  "integrity_certificate": {
+    "model_version": "1.4",
+    "parent_model": "Base-LM-v3",
+    "lineage_hash": "..."
+  },
+  "behaviour": {
+    "drift_score": 0.04,
+    "anomaly": false,
+    "semantic_risk": 6
+  },
+  "firewall": {
+    "blocked_prompts": 0,
+    "dangerous_output": false
+  },
+  "audit_entry": "append-only-log"
+}
+
+
+---
+
+5. Installation
+
+pip install sovereign-core
+
+
+---
+
+6. Quick Start
+
+from sovereign import run_sentinel
+
+result = run_sentinel(
+    engine_name="Sovereign-Core",
+    parent_model="llm-base",
+    model_version="1.0",
+    data_tags=["finance"],
+    environment="production"
+)
+
+print(result)
+
+
+---
+
+7. Deployment
+
+Sovereign™ works in:
+
+On-prem secure datacenters
+
+Air-gapped / sovereign networks
+
+AWS / Azure / GCP / OCI
+
+Confidential Compute environments
+
+Banking & defence clouds
+
+
+Deployment Models:
+
+Python library
+
+Sidecar microservice
+
+API gateway
+
+Container (Docker/K8s)
+
+
+
+---
+
+8. Demo
+
+Live demonstration:
+https://huggingface.co/spaces/rezabarkhordary/AI-Sovereign-sentinel
+
+
+---
+
+9. License & Support
+
+Commercial licence available for:
+
+Banks
+
+Defence & Intelligence
+
+Government ministries
+
+Critical infrastructure
+
+Enterprise AI estates
+
+
+For access or technical deep dive:
+reza@dataclear.tech
+