AI Dev Lab · Free Resources

Tools for the work ahead.

Practical resources built on what we see working with real teams. Use them on your own, share them with your leadership, or bring them into a workshop.

Five Resources

Start wherever you are.

Two assessments to find your footing. Three practical tools to put a plan in motion.

Assessments
Individual Coming Soon
Assessment · Interactive
AI Adoption Assessment
A quick snapshot of where you personally stand — your current AI usage, comfort level, and what a useful next step looks like. Good starting point before joining a team conversation.
Available soon
Organizational Free Interactive
5 Dimensions · 15 Questions · Instant Results
AI Readiness Assessment
Five minutes. Fifteen questions. A scored view of where your organization stands across strategy, data, workforce, governance, and use case readiness — with specific next steps based on where you land.
Take the Assessment
Playbooks & Templates
Interactive Tool PDF
Framework · Email Required
Use Case Scoring Template
Score your AI opportunities by value, feasibility, and risk. Includes a scoring matrix, a team facilitation guide, example use cases, and a live tool that produces a ranked shortlist you can act on.
Get the Template
PDF Guide
Playbook · Email Required
AI Pilot Playbook
A guide for moving from first use case to measured outcome. Built for teams ready to run a real pilot without overbuilding upfront — covers scoping, measurement, and how to decide what comes next.
Download the Playbook
PDF Template Free Download
Policy Template · No Form Required
Acceptable Use Policy Template
A starter document for teams thinking through responsible AI use and internal guardrails. Covers approved tools, prohibited uses, data handling, and review process. Edit it, adapt it, and make it yours.
Download Free
Go Deeper

Resources are better with a room behind them.

These tools do their best work when a team uses them together. A workshop gives you the structure to turn a scored template or assessment result into a real plan, with ownership, a timeline, and someone accountable for what comes next.

Explore Workshops
Half Day · Team Workshop
AI Readiness Workshop
For leadership teams who want a structured read on where they stand and what to address before they start building.
Full Day · Team Workshop
AI Opportunity Workshop
Takes your scored use cases and produces a prioritized pilot plan with owners, timelines, and clear success criteria.
Full Day · Team Workshop
AI Foundations Workshop
Shared vocabulary and practical fluency for the whole team. The right starting point before any pilot or use case work begins.
Not sure where to start?

Not sure which resource fits where you are?

A 30-minute call is usually enough to point you in the right direction. No pitch. Just a direct conversation about where your organization stands and what the right next step actually is.

Book a Strategy Call