Turn Data and AI Challenges Into Clear, Actionable Decisions
Free assessments, practical tools and hands-on labs for data professionals who want to improve data maturity, AI readiness and governance.
Free, no account required
Your answers never leave your browser
10 to 12 minutes per assessment
Based on published frameworks, not opinion
Assess your data maturity
Measure your AI readiness
Find your governance gaps
Discover whether your organisation is ready to adopt AI responsibly and effectively.
Understand where your organisation stands and identify your next priorities.
Identify the policies, processes and capabilities your AI governance model is missing.
What you get
Every tool gives you the same thing: a clear view of where you stand, and a defensible starting point for what to do next.
Where you stand today, scored against a structured framework rather than opinion or gut feel.
Your weakest areas, ranked, so you know what to address first instead of trying to fix everything at once.
Recommendations attached to each gap, specific enough to act on without a consulting engagement.
A summary you can take straight into a conversation with your team, your peers or your leadership.
Learn by doing
Assessments tell you where you stand. Labs let you practise the work itself, with the tools you would actually use.
Deploy your first data catalog from scratch and lay the foundations of governance.
Write a real ODCS 3.1 data contract and build the layers that enforce it before merge and in the catalog.
From the CDO Compass
Analysis on governance, data quality and AI regulation, written for the people who have to make the decisions.
White Papers
In-depth research and analysis providing valuable knowledge to help professionals navigate the data landscape.
Why these tools exist?
I am Bernard Millet. Twenty years inside the data functions of large regulated organisations: UBS, Société Générale, AxiomSL, Allianz, Roche. Head of data management, data protection officer, data architect, consultant.
"Governance fails when it stays on a slide. I built these tools because a scorecard someone fills in for themselves changes more minds than a deck someone presents to them."