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The only platform purpose-built for autonomous AI governance. See how we compare.
The full governance stack against guardrail libraries, manual review, and building it yourself.
| Feature | OmegaEngine From $0/mo | Guardrails AI From $250/mo | Manual Review $47/decision | Build In-House $180K+/yr |
|---|---|---|---|---|
| Core Decision Infrastructure | ||||
| Autonomous decision governance | ||||
| 12-layer processing pipeline | ||||
| Risk scoring (0.0–1.0 continuous) | ||||
| Policy constitution engine | ||||
| Sub-second verdicts (avg <500ms · p95 <1s, live benchmark) | ||||
| 14 base + 8 extended risk heuristics | ||||
| Security & Red Team | ||||
| Automated OWASP LLM Top 10 scanning | ||||
| 5,023 adversarial attack vectors | ||||
| Cryptographic audit trails (SHA-256) | ||||
| Zero-day discovery engine | ||||
| HMAC-signed decisions | ||||
| ARS score (Adversarial Robustness) | ||||
| CI/CD security gate | ||||
| SARIF output for GitHub Security tab | ||||
| Advanced Intelligence | ||||
| Multi-model arbitration (5 models) | ||||
| RLHF self-learning loop | ||||
| Bayesian risk calibration | ||||
| Agent fleet governance | ||||
| Episode replay debugging | ||||
| Chaos engineering resilience tests | ||||
| Enterprise & Compliance | ||||
| SOC 2 controls implemented (audit pending) | ||||
| HIPAA / EU AI Act / NIST controls mapped | ||||
| VPC / on-premise deployment | ||||
| Custom deployment & retention | ||||
| SSO / SAML integration | ||||
| Regulatory change tracker | ||||
| Evidence pack generator | ||||
| Board-ready executive briefs | ||||
| Developer Experience | ||||
| 3-line integration | ||||
| Multi-language SDKs (TS, Python, Go, Rust) | ||||
| Interactive API playground | ||||
| Webhook system (15+ events) | ||||
| GitHub Action marketplace | ||||
| OpenAPI specification | ||||
Counting full-support capabilities, every approach measured against OmegaEngine's coverage.
Drag to your real volume and team size — the true total cost of ownership across every approach.
Compare your actual cost across approaches
How long until each approach is live in production governing real decisions.
Start with our free tier. No credit card. 100 free decisions.