Intent in → evidence retrieval → governance check → human approval → system action → signed evidence pack.
Four layers. One governance gate. Every action auditable.
Every operation starts with evidence. The Engine retrieves relevant policy, history, records, and documents from your systems and packages them as structured context — so agents act on what’s verifiable. Agents cite retrieved evidence or fail closed when evidence is missing.
Multi-step work needs continuity. The Engine manages state across the operation — tool outputs, intermediate decisions, and memory — so each step is grounded in the full execution context, not just the last message.
The Engine plans and sequences actions dynamically. If conditions change mid-run, it can reroute, request clarification, escalate to a human, or halt cleanly when a permission boundary is hit.
Nothing executes without passing policy and permission checks. Every action is evaluated against defined rules, consent records, and permission boundaries. If anything fails, the operation stops — visibly, with a signed record of why.
Governed execution
Replaceable by design
Fail-Closed by Default
If a permission isn't explicitly granted, the operation stops. No silent failures, no scope creep, no optimistic defaults.
First-Class Approvals
Human checkpoints are native to execution — not bolted on afterward. Every approval captures who approved, what they saw, and when.
Model-Agnostic
Bring Claude, GPT, Gemini, or your own fine-tuned model. The Engine enforces the same governance policy regardless of what's underneath.
Signed Evidence Pack
Every intent, every decision, every side-effect — timestamped, attributable, and cryptographically signed. Independently verifiable. Ready for any audit.