- Templates
AI Experimentation Canvas
Download a complete canvas to design safe, measurable AI tests that build proof for adoption.
Why download?
Adopting AI doesn’t mean overhauling everything at once.
The AI Experimentation Canvas is a practical template that helps you design safe-to-learn pilots, small tests that generate evidence, build confidence, and reduce risk. The Canvas is part of Lighthouse’s AI Enablement suite, which guides organisations from early experiments to organisation-wide adoption. It connects directly to our Continuous Improvement and Value Ladder frameworks to ensure pilots deliver measurable results.
Sneaky peek?
What's Included
With the Canvas you can:
Define a clear challenge to test.
Focus your AI experiment on a specific problem that really matters.
Map how success will be measured.
Set simple, trackable metrics to show what’s working.
Align experiments with organisational goals.
Ensure every test contributes to wider strategic outcomes.
Capture lessons that inform future strategy.
Record insights and next steps to build ongoing improvement.
Is this Canvas for you?
Education
Use the Canvas to design a recruitment or partnership pilot that builds evidence quickly.
Membership
Plan pilots to improve recruitment funnels, member engagement, or sponsorship offers.
Non-Profit
Test fundraising appeals or volunteer engagement strategies with safe-to-learn experiments.
Culture
Trial AI pilots in ticketing, membership, or donor stewardship.
AI Experimentation Canvas
Download a complete canvas to design safe, measurable AI tests that build proof for adoption.