Control Plane
Execution governance by design.
Every autonomous workflow passes through a deterministic lifecycle: governed by policy, checkpointed for durability, and recorded with evidence. No shortcuts, no gaps.
Lifecycle
Propose → Gate → Execute → Context → Evidence → Learn
A deterministic lifecycle that every autonomous workflow must traverse. No step can be skipped.
Propose
Agents generate actions and outputs. Every proposal is captured with full context.
Gate
Confidence-aware routing enforces policy. Low-confidence actions escalate to human review.
Execute
Transitions commit only after approval. No action skips evaluation.
Context
Agents are grounded with the data and state they need before acting.
Evidence
Traces and decision logs attach to every action. Every outcome is replayable.
Learn
Policies and adaptive learning across future runs. The system gets smarter with each execution.
Core Primitives
The building blocks of governed execution
Lifecycle State Machine
Deterministic states with enforced transitions. No workflow can skip evaluation or commit without passing through the full lifecycle.
Policy Engine
Constraint evaluation before execution commits. Rules are declarative, versioned, and auditable. Policy violations are caught before they reach production.
Checkpointed Execution
Resume across retries, crashes, and escalations. Workflows pick up exactly where they left off — state, context, and evidence intact.
Durable Context Layer
Business data, prior run state, and policy constraints injected at every transition. Agents are always grounded with the data they need before acting.
Confidence-Gated Routing
Low-confidence actions escalate to human review. High-confidence actions proceed autonomously. Thresholds are policy-controlled.
Specialist Subagents
Browser-level and developer-level step agents execute within governed workflow domains. Each agent operates within its capability boundary.
Adaptive Evidence Memory
Append-only logs with replayable artifacts, sync-back to systems of record, and adaptive learning across future runs.
See governance in action
Request a walkthrough of the Control Plane and see how every autonomous workflow is governed end-to-end.
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