The AI Experiment Canvas

The AI Experiment Canvas is your team’s structured playground for exploring AI in a safe, practical, and outcome-driven way.

Instead of getting lost in hype or abstract theory, this canvas helps you frame, run, and reflect on small, focused AI experiments that solve real problems. Whether it’s automating a hated task, boosting efficiency, or testing how AI fits into your workflow, the canvas makes experimentation simple, human, and effective.

Designed for delivery professionals, Scrum Masters, project managers, product teams, and innovators, the canvas guides you step-by-step through:

• Problem Framing → Identify the task, workflow, or pain point that really matters.

• Hypothesis Building → Turn ideas into testable, outcome-focused statements.

• Experiment Design → Map roles, tools, guardrails, and workflows clearly.

• Evidence & Reflection → Capture results, spot unexpected AI behavior, and draw insights.

• Next Steps → Decide whether to adopt, adjust, or abandon—without wasted effort.

With clear prompts, emojis for quick scanning, and AI-specific considerations (like bias, hallucinations, and collaboration modes), this canvas balances structure and creativity.

Perfect for workshops, retros, or strategic discovery sessions, it turns curiosity into action and helps you and your team learn fast, fail safely, and scale what works.

👉 Use it to:

• Run a lightweight AI adoption workshop.

• Safely test AI tools on real team problems.

• Build confidence in human-AI collaboration.

• Create a repeatable framework for scaling experiments across your org.