The -Ready Scan™
Not a knowledge test, but an honest diagnosis of your organization
This scan is the organizational counterpart to Build Your π Profile. No right or wrong answers — a structured self-diagnosis along the seven keys from part 4 of Why Data Wins, plus a look at roles, HR policy, and the basic AI-literacy obligations.
The outcome may sometimes disappoint. If it turns out your weakest link is Frame — no clear question, no decision context — the honest advice is that no course fixes that. Takes about 5 minutes.
The six core roles
Which of these roles genuinely exist at your organization — even if the job title differs?
Five HR levers
How structurally is your organization built on these?
Compliance check
Informational only, not legal advice.
Your π-Ready score
This is your organization’s score — a different number from your personal π-score in the individual test. Each measures something different.
The seven keys
Role map
π-readiness of HR policy
Compliance check — status
Why this structure?
Effective data teams share five traits: shared language, iterative collaboration, co-creation, psychological safety, and cognitive diversity. This scan doesn’t measure whether you’re ‘AI-ready’ — that perfection never arrives — but where the next, most useful step is.