The Flywheel Toolkit
An AI implementation toolkit: 28 tools, in order of use.
Every template, checklist and diagnostic from The AI Flywheel, grouped from orient to start.
Updated
Seven groups · 28 tools
Orient, diagnose, build, prove, govern, choose, start.
Each tool names the chapter it comes from. Interactive versions are available inside the platform.
01 · 4 tools
Orient and locate
- Four-Leaks DiagnosticCh 1
- Locate Your Organisation on the FlywheelCh 3
- AI Flywheel Maturity ModelCh 23
- AI Flywheel Self-AssessmentCh 23
02 · 5 tools
Diagnose
- Opportunity Selection MatrixCh 9
- Data-Readiness Checklist (the Gate)Ch 4, 9
- Success-Definition One-PagerCh 9
- Fast-First-Value Selection GridCh 5
- Physical AI Candidate ScreenCh 7
03 · 4 tools
Resource and build
- Build-vs-Buy Decision AidCh 10
- Architecture-Neutrality ChecklistCh 10
- Agent Operating ModelCh 6
- Implementation Readiness ChecklistCh 11
04 · 5 tools
Validate and expand
- Validation ScorecardCh 12
- Honest-ROI HorizonCh 12
- Pilot-to-Platform Expansion ChecklistCh 13
- Flywheel Handoff MapCh 8
- Next-Turn WorksheetCh 2
05 · 4 tools
Govern with CORE
- Governance Maturity Quick ScanCh 14
- Compliance and Sovereignty Readiness ChecklistCh 15
- Agent Accountability RegisterCh 16
- Autonomy-Level Decision GuideCh 17
06 · 4 tools
Choose your starting point
- Business Starting-Point SelectorCh 18
- Public-Sector Use-Case PrioritiserCh 19
- Mission-Impact Use-Case SelectorCh 20
- Economic Flywheel Design TemplateCh 21
07 · 2 tools
Start and sustain
- 90-Day Flywheel Start PlanCh 22
- Quarterly Refresh CadenceCh 24
Source: The AI Flywheel, The Flywheel Toolkit. For organisations, the tools run inside the platform licence.
Next
The four stages of AI: a sequence that compounds.
Foundation, then Generative, then Agentic, then Physical. Each stage produces the fuel for the next.