What is Lightweight governance?
A low-friction way to keep iterating on an AI agent without bureaucracy.
Lightweight governance is a clear, low-friction way to keep iterating on an AI agent without bureaucracy or endless approvals. Everyone knows which changes need review and which do not, decision-makers are named, updates are tested before going live, feedback flows through one place, and progress happens on an agreed schedule.
It is the antidote to teams freezing up as the AI handles more volume.
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Related terms
- Continuous improvement loop A structured cycle: train, test, deploy, analyze, repeat. Systems that learn by default.
- Proof of concept A focused evaluation of one strongest-fit agent in a realistic setting, not a multi-vendor bake-off.
- Sandbox testing vs. live testing Two environments for evaluating an agent: controlled sandbox and real production traffic.
- Human involvement rate How often humans step in, and whether those moments are genuinely high value.