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// RESOURCES · ADOPTION

Adopt AI delivery safely, one workflow at a time.

Most enterprise AI rollouts stall on day 90. This guide takes you from "assess" to "expand" with concrete checkpoints.

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Uptime
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Latency
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Nodes
resources · live fig_implemen
// PHASES

Seven phases to expansion.

  1. 01 // ASSESS CURRENT TOOLS

    Assess current tools

    Inventory IDE agents, ticketing, repos, observability, evidence flow.

  2. 02 // SELECT PILOT WORKFLOW

    Select pilot workflow

    Pick the single highest-friction workflow (usually release readiness).

  3. 03 // CONFIGURE ROLES + POLICIES

    Configure roles + policies

    Define approvers, scopes, risk classes, cost ceilings.

  4. 04 // CONNECT REPOS + TOOLS

    Connect repos + tools

    Wire in source control, ticketing, observability, identity.

  5. 05 // RUN FIRST MISSION

    Run first mission

    End-to-end mission with human approval at every gate.

  6. 06 // REVIEW EVIDENCE

    Review evidence

    Operator + CISO + QA review the evidence pack.

  7. 07 // EXPAND ACROSS TEAMS

    Expand across teams

    Roll the playbook across additional BUs and products.

  8. CH · 08 · CONTINUE
// PILOT RECOMMENDATIONS

Pilot patterns that work.

Requirements to PRD pilot

Low risk, high visibility. Great executive showcase.

QA automation pilot

Time-saver from day one. Easy to measure.

Release readiness pilot

Highest-friction workflow. Biggest immediate impact.

Full Software Factory pilot

For teams ready to test the end-to-end loop.

// GOVERNANCE CHECKLIST

Before you go live.

Approver matrix signed

Named approvers per gate, per risk class.

Policy-as-code reviewed

CISO + risk + delivery lead reviewed and accepted.

Breakglass paths defined

Documented, separately logged, exec-only.

Audit export tested

SOC 2 / ISO 27001 evidence export verified.

// RELATED

Keep reading.

// INITIATE

Start a Software Factory pilot.

Connect one repository, one ticketing tool, and one mission. See evidence in days, not quarters.