AI LabsbyThe Ops ToolboxOps Toolbox

AI Labs by The Ops Toolbox

12-month program roadmap

For medium and large organisations running multiple initiatives, not a single six-week pilot in isolation.

  1. Align

    Weeks 1 to 2
    • Stakeholder map and success metrics per initiative
    • Risk appetite: customer-facing vs internal-only
    • Cloud anchor and integration targets (CRM, ITSM, identity)

    Gate: Steering forum agrees prioritized pilot and stop rules

  2. Pilot

    Weeks 3 to 8
    • One workflow end-to-end with read paths first
    • Eval rubric and golden questions in CI
    • Weekly demo to sponsors with override/escalation metrics

    Gate: Go/no-go on scale: metrics met or pivot documented

  3. Harden

    Weeks 9 to 14
    • Observability dashboards, cost caps, incident runbook
    • Approval gates for writes; safety thresholds tuned with legal
    • Platform standards for other squads (schemas, prompts, tools)

    Gate: Production readiness review signed by risk + engineering

  4. Scale

    Quarter 2+
    • Additional workflows reuse platform patterns
    • CoE office hours and PR review checklist
    • Quarterly eval regression and vendor/routing review

    Gate: Funding tied to measured outcomes, not feature count

Engagement shapesAI council & championsAI security controlsProduction readinessExamples

Next step

Plan your next pilot

Worked examples and decision guides you can run in reviews and pilots — an evidence base from The Ops Toolbox.

Email NedContact form on The Ops Toolbox

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  • One workflow, clear metrics
  • Your cloud, your keys
  • Written handoff, not dependency