Learning roadmap

The AI Transformation Playbook

Get past pilot purgatory: the operating model that survives quarter two, the capability staircase that sequences spend, the change management that handles fear honestly, and the outcome metrics that prove the transformation is real.

4 stages~6 h
That leaves 4 stages, ~6 hours of focused work. You can clear it in any order, but the stages compound — try them top-to-bottom your first time.
  1. You'll pick up:

    pilot purgatory, portfolio view, tranche funding, monthly cadence, named owners

    Lab task

    Build a "transformation board" page: initiatives as portfolio cards with owner, tranche status, and last-evidence date — plus a monthly review checklist that flags any card aging past its evidence date.

    Build it in the Lab
    Checkpoint

    Every AI initiative in your org has an owner, a funding tranche, and a next evidence date — no orphans.

What you'll be able to do
  • Stand up the transformation operating model: portfolio, owners, cadence, funding rules.
  • Sequence investment across the capability staircase instead of funding everything at once.
  • Treat workforce fear as data: name it, answer it, design incentives around it.
  • Review the transformation quarterly with expand/kill decisions tied to outcome metrics.