A Build Phase
Built in parallel. Tested together. Released once.
Many agents and people work at once. Nothing reaches the enterprise's main line until the whole Build Phase is tested and signed.
A Build Phase
The risk
Pieces pass alone and fail together.
- Compounding errors
- A small error in one piece cascades across the system.
- Broken work elsewhere
- A change in one place breaks work its agent never saw.
- Bypassed safeguards
- Agents work around tests and scans they see as blockers.
- Review overload
- The volume of AI-built code outruns the people reviewing it.
What the enterprise gets
Machine-speed execution, held to one signed release.
- Tested as a whole
- Each Build Phase is tested as one system, not piece by piece.
- Reviewed by people
- AI Build Managers review every piece. The enterprise's own people then review and test it.
- No self-approval
- No agent approves or releases its own work.
- Failures surfaced
- A failure is surfaced and resolved, never carried forward.
- Signed release
- A Build Phase is released after a named person signs it, never before.
Why it matters
Velocity without a loss of control.
The enterprise gets the velocity of autonomous AI and keeps one signed, tested state of its system at all times.
The Target Operating Model for Agentic Engineering
Machine-speed execution, held to one signed release.
The full Build Phase flow, its test order and its release sequence, is shared in the enterprise review, with the complete gate map, House Rules and controls.