AI Labs

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

Talk about your next pilot

Patterns, metrics, and runnable demos for architecture reviews and pilots, 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