Update README.md

README.md

@@ -1,113 +1,50 @@
 ---
-title: Agentic Reliability Framework (ARF) 3.3.9 Demo
+title: Agentic Reliability Framework (ARF) v4 API
 emoji: 🤖
 colorFrom: blue
-colorTo: yellow
+colorTo: green
 sdk: gradio
-sdk_version: 6.5.1
+sdk_version: 6.9.0
 python_version: '3.10'
 app_file: hf_demo.py
 pinned: false
 ---
 
-# 🤖 Agentic Reliability Framework (ARF) 3.3.9 Demo
+# Agentic Reliability Framework (ARF) v4 API
 
-**Experience the difference**: Open-source advisory vs Enterprise mechanical enforcement
+This Space hosts the **ARF v4 API** with an optional Gradio dashboard. It provides endpoints for risk assessment, decision history, and incident evaluation, as used by the [ARF frontend](https://arf-frontend-sandy.vercel.app).
 
-## 🎯 What This Demo Shows
+## 🚀 Endpoints
 
-This interactive demo showcases the critical difference between **ARF 3.3.9 Open Source** (advisory only) and **ARF Enterprise** (mechanical enforcement) for AI agent safety and reliability.
+| Method | Path | Description |
+|--------|------|-------------|
+| `GET` | `/health` | Health check |
+| `GET` | `/api/v1/get_risk` | Current system risk (demo) |
+| `GET` | `/api/v1/history` | Recent decisions |
+| `POST` | `/api/v1/incidents/evaluate` | Evaluate an incident (placeholder) |
+| `POST` | `/api/v1/feedback` | Record outcome of a decision |
 
-### Key Comparisons:
-- **OSS**: Provides risk assessment and recommendations (human must decide)
-- **Enterprise**: Mechanical gates automatically permit/block actions
-- **Upgrade Path**: Clear visualization of value at each license tier
+Interactive API documentation is available at `/docs` (FastAPI Swagger UI).
 
-## 🚀 Quick Start
+## 🧪 Try It
 
-1. **Select a scenario**: Choose from 7 pre-built scenarios (database drops, deployments, etc.)
-2. **Process action**: See OSS vs Enterprise results side-by-side
-3. **Get trial license**: Enter email for 14-day trial of Enterprise features
-4. **Explore upgrades**: Compare Starter ($2k), Professional ($5k), Enterprise ($15k)
+You can test the API directly using the Swagger UI:  
+[https://a-r-f-agentic-reliability-framework-api.hf.space/docs](https://a-r-f-agentic-reliability-framework-api.hf.space/docs)
 
-## 📊 Demo Scenarios
+Or use the Gradio dashboard (mounted at the root) for a visual demo.
 
-| Scenario | Risk Level | OSS Result | Enterprise Result |
-|----------|------------|------------|-------------------|
-| Database Drop | 🔴 High | Advisory: Block | 🚫 Mechanical Block |
-| Service Deployment | 🟢 Low | Advisory: Approve | ✅ Autonomous Execute |
-| Config Change | 🟡 Medium | Review Required | 👤 Human-in-Loop |
-| Permission Grant | 🔴 High | Advisory: Block | ✅ Compliance-Enforced |
-| PCI Data Access | 🔴 Critical | Advisory: Block | ✅ Safeguarded Execute |
-| Auto-Scaling | 🟢 Low | Advisory: Approve | ✅ Autonomous Execute |
-| Emergency Rollback | 🟡 Medium | Advisory: Approve | ✅ Emergency Protocol |
+## 🔧 Local Development
 
-## 🏢 Enterprise Features Demonstrated
+To run this Space locally:
 
-### Mechanical Gates:
-- **License Validation**: Tier-appropriate enforcement
-- **Confidence Threshold**: Minimum 70% confidence required
-- **Risk Assessment**: Maximum 80% risk threshold
-- **Rollback Feasibility**: Must have rollback plan
-- **Compliance Checks**: GDPR, PCI, SOX automation
-- **Budget Controls**: Cost-aware execution
+```bash
+pip install -r requirements.txt
+python hf_demo.py
+```
 
-### Value Propositions:
-- **92% Risk Reduction**: Mechanical vs manual decisions
-- **100x Faster Decisions**: Milliseconds vs minutes/hours
-- **85% Fewer False Positives**: ML-optimized gates
-- **75% Lower OpEx**: Automation reduces manual review
+The app will be available at http://localhost:7860.
 
-## 💼 License Tiers
+📚 About ARF
+------------
 
-| Tier | Price | Enforcement | Best For |
-|------|-------|-------------|----------|
-| **Trial** | $0 | Advisory | Evaluation |
-| **Starter** | $2,000/mo | Human-in-loop | Small teams |
-| **Professional** | $5,000/mo | Autonomous | Mid-size companies |
-| **Enterprise** | $15,000/mo | Full mechanical | Large enterprises |
-
-## 🛠 Technical Details
-
-### Built With:
-- **ARF 3.3.9 OSS**: Real policy engine and scoring algorithms
-- **Gradio**: Interactive web interface
-- **Plotly**: Real-time visualizations
-- **Mock Enterprise**: Convincing simulation of mechanical gates
-
-### Files:
-- `hf_demo.py` - Main application with OSS/Enterprise comparison
-- `demo_scenarios.py` - 7 realistic scenarios with full context
-- `requirements.txt` - All dependencies for Hugging Face Spaces
-
-## 📈 Business Impact
-
-### For Investors:
-- **Clear ROI**: 3-6 month breakeven on Enterprise tier
-- **Market Fit**: 92% risk reduction addresses $50B operational risk market
-- **Scalability**: From 3 agents (Trial) to 1000+ (Enterprise)
-
-### For Customers:
-- **Immediate Value**: Trial shows exact improvements
-- **Transparent Pricing**: Clear upgrade path with tiered features
-- **Risk-Free Trial**: 14 days to validate mechanical enforcement
-
-## 🔗 Next Steps
-
-1. **Try the demo** with your own actions
-2. **Get trial license** for 14-day Enterprise experience
-3. **Contact sales**: sales@arf.dev for custom pricing
-4. **Join waitlist**: enterprise-waitlist@arf.dev
-
-## 📞 Contact
-
-- **Website**: [arf.dev](https://arf.dev)
-- **Email**: contact@arf.dev
-- **Sales**: sales@arf.dev
-- **GitHub**: [github.com/arf-dev](https://github.com/arf-dev)
-
----
-
-*This demo uses real ARF 3.3.9 OSS code with simulated Enterprise features for demonstration purposes. Actual Enterprise features may vary.*
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Agentic Reliability Framework is an open‑source advisory engine for cloud infrastructure governance, powered by Bayesian inference. Learn more at [github.com/arf-foundation](https://github.com/arf-foundation).