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Turn AI ideas into
Workflows that stick.

The playbook shows you how to redesign work around AI โ€” how to take a team from an idea to a working proof of concept, tested by the employees who'd actually use it. Get the first 27 pages free.

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27-page preview edition ยท instant download

AI Workflow Sprint Playbook โ€” Preview Edition
A four-day method
Discovery, Design, Build, Test โ€” one use case, from idea to validation.
A decision, not a pilot
Every sprint ends on a clear scale, iterate, or stop call.
Built on real client work
Refined over two years inside real AI programs, not theory.
Know when to skip it
The test for whether a workflow problem needs a sprint at all.
What's inside

What you'll know by page 27.

  • 01
    When to run a sprint โ€” and when not to
    Four conditions where this is the right method, seven where it isn't, and the six-signal test that separates "just build it" from "this needs a decision process."
  • 02
    The four-day structure
    What Discovery, Design, Build, and Test each have to produce before the next day can start.
  • 03
    Who belongs in the room
    All eight roles in the AI Discovery Pod, why the composition decides the outcome, and how the room shrinks to three for the build.
  • 04
    What to settle before Day 1
    The seven-step prep sequence, including the two alignment sessions most teams skip.
  • 05
    Day 1 preview
    Objectives, the Decider briefing, and the sequence the first day opens with.

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The method behind the playbook, run inside
ALEC HoldingsยทTurner Construction

At ALEC Holdings, 55 people used this method to turn 45+ AI opportunities into six redesigned workflows and six agent blueprints ready for engineering.