Free playbook: A practical operating model for AI across the SDLC

How AI should fit into the enterprise SDLC.

AI now touches every stage of software delivery, but most enterprises still treat it as a coding-tool rollout. This playbook maps where AI creates leverage across the lifecycle, where human judgment must remain, and how Enact governs intent, context, approvals, and handoffs above coding agents.

What's inside the playbook

  • A lifecycle map for AI across discovery, planning, build, review, release, and learning
  • A clear model for where Enact sits above coding agents
  • Risk tiers that determine AI authority and human approval
  • Clear roles for product, engineering, security, operators, and reviewers
  • Verification layers that go beyond tests and plausible-looking code
  • A 30-day enterprise rollout and ready-to-use field checklist

8 pages · PDF · Built for CTOs, VPs Engineering, EMs, platform teams, and product leaders

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Enact

Enterprise field guide

The Enterprise
AI SDLC Playbook

Discover · Plan · Govern · Build · Verify

Enact · Version 1.0

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