business

ai-transformation

Builds AI transformation plans from a single task to an entire department.

Builds AI transformation plans from a single task to an entire department. Use when the user says 'transform workflows with AI,' 'AI readiness,' 'AI adoption roadmap,' 'make a team AI-native,' or 'plan an AI rollout.' Scales output automatically for task, individual, team, or department scope.

When to run: "Transform our marketing team workflows with AI"
Time saved: ~40 hrs consulting → ~2 hrs automated (20× faster)
How often: Per department · quarterly reassessment cycles
Compounds: Each sprint produces measurable baselines — ROI compounds as adoption deepens

How it runs

REVEAL — Current state assessment
ARCHITECT — Target operating model
PROVE — 2-week sprint design
INGRAIN — Cultural embedding
DYNAMIZE — 90-day reassessment

Why it matters

20× faster
Scales from one task to a full department
ROI compounds as adoption deepens

Difficulty: beginner
Input: conversation
Output: document
Needs: none
Used by: CEO / Founder, Operations Manager

What it needs

profile — Company or client profile — identity and stage.
icp — ICP — target customer the strategy is for.
offerings — Offerings catalogue — what is being strategised.
marketing-context — Positioning, narrative, and competitive frame.

What you get

source-client (markdown)
transformation-plan (markdown)
transformation-scope (markdown)
validated-plan (markdown)

Ask it like this

Transform our customer support workflow with AI
Assess our team's AI readiness and build an adoption roadmap
Create an AI transformation plan for our marketing department
Which of our workflows would benefit most from AI automation?