Resource overview
Summary
An illustrative measurement plan for developer-agent access to repositories and deployment tools.
H2H resource
Example AI Governance Pilot Measurement Plan
Illustrative composite example. Not customer work, performance proof, or a guaranteed outcome.
Intended readers
Audience
CISOs, CIOs, AI governance leaders, risk teams, and engineering leaders defining a bounded control pilot.
Inside the resource
Table of contents
- Pilot and authority boundary
- Signed control scenarios and expected behavior
- Baselines and targets
- Decision-trace evidence, ownership, and signoff
Apply it carefully
How to use this resource
Use the example with business, security, governance, and technical owners before a bounded control pilot. Freeze the scope, test set, policy version, sampling method, evidence owner, and signoff role before interpreting outcomes.
Explore AI governance and agentic securitySelected preview
Pilot evidence gate
The plan keeps risk reduction separate from labor value and evaluates control outcomes only inside the agreed pilot boundary.
- Instrumented workflows divided by agreed pilot workflows
- Expected disposition conformance and unapproved high-risk executions
- Complete decision traces divided by sampled decisions
Before you begin
Access the example pilot measurement plan.
Review an illustrative governance pilot protocol for scope, control scenarios, baselines, targets, evidence, and signoff.