Showcase¶
See ACGP in action through real-world examples and case studies.
Code Examples¶
Working implementations demonstrating each conformance level:
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Minimal Implementation
Minimal conformance example with core governance features.
Highlights: - Zero-config setup - Basic interventions (OK/BLOCK) - YAML policies
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Standard Implementation
Production-ready governance with full feature set.
Highlights: - Governance contracts - All six intervention types (five primary levels: OK, Nudge, Escalate, Block, Halt, plus orthogonal Flag) - Audit logging
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Complete Implementation
Mission-critical system with advanced security.
Highlights: - Cryptographic proofs - Distributed consensus - HSM integration
Case Studies¶
Real-world deployments and their outcomes:
Industry Applications¶
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Financial Services
How a major bank prevented $150K in invalid refunds with ACGP governance.
Key metrics: - 99.7% accuracy - 18:1 ROI - 45ms avg latency
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Customer Service
Customer support automation with real-time governance and escalation.
Key metrics: - 40% reduction in escalations - 95% customer satisfaction - 2-day implementation
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Enterprise Deployment
Multi-agent system governance across 50+ agents in a Fortune 500 company.
Key metrics: - 50+ agents governed - Zero security incidents - 99.9% uptime
Success Stories¶
Prevented Incidents¶
Real incidents ACGP has prevented:
| Incident Type | Potential Cost | Intervention | Time to Detect |
|---|---|---|---|
| Runaway AWS agent | $10,000 | HALT | 12ms |
| Invalid bulk refunds | $150,000 | BLOCK | 45ms |
| Unauthorized data access | Compliance violation | ESCALATE | 23ms |
| Trading algorithm error | $2.3M | BLOCK | 67ms |
Performance Metrics¶
Across all deployments:
- 99.8% average accuracy
- 35ms median intervention latency
- Zero false negatives in production
- <0.1% false positive rate
Use Cases by Industry¶
Financial Services¶
- Fraud prevention
- Trading oversight
- Compliance monitoring
- Customer service automation
Healthcare¶
- Patient data protection
- Treatment recommendations
- Administrative automation
- Regulatory compliance
E-commerce¶
- Pricing decisions
- Refund processing
- Inventory management
- Customer support
Technology¶
- DevOps automation
- Security monitoring
- Resource management
- User support
Implementation Patterns¶
Common patterns from successful deployments:
Pattern 1: Tiered Autonomy¶
Start with high oversight (ACL-¾), gradually reduce to ACL-2 as trust builds.
Best for: New agent deployments, high-risk domains
Pattern 2: Action-Based Policies¶
Different ACL tiers for different action types (read vs. write).
Best for: Multi-capability agents, mixed-risk environments
Pattern 3: Human-in-the-Loop¶
Use ESCALATE intervention for edge cases, build trust over time.
Best for: Customer-facing systems, regulated industries
Pattern 4: Batch + Real-time¶
Minimal conformance for batch, Standard for real-time.
Best for: Hybrid workloads, cost optimization
Community Contributions¶
Share your ACGP implementation:
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Submit an Example
Share your implementation with the community.
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Share Your Story
Tell us about your ACGP deployment.
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Featured Projects
Showcase your project on our homepage.
Next Steps¶
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Build Your Own
Ready to implement ACGP? Start with our implementation guides.
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Learn More
Understand the concepts behind these implementations.
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Get Help
Questions? Join our community for support.