Strategy & use cases
Select one use case with a named owner, measurable baseline and explicit success and stop criteria.
AI & APPLIED INTELLIGENCE · SELF-ASSESSMENT
Know what needs to be ready before your next AI pilot.
Evaluate use-case focus, data, engineering, governance and team readiness. Build a practical starting point for an AI initiative with clear ownership.
15 questions · Around 5–7 minutes · Immediate results · No email needed for your score
WHAT WE ASSESS
Five dimensions. A focused operating picture.
Each dimension contains three questions with five concrete maturity choices. Your answers identify practices to strengthen and assumptions to confirm.
Data readiness
Validate the availability, permitted use and representativeness of data for the selected use case.
Engineering & evaluation
Create a representative evaluation set and test quality, latency, cost and failure modes before a production commitment.
Risk & governance
Define approved tools, data handling, human review and escalation rules for the use case.
People & operations
Assign production ownership, train users and plan monitoring and fallback responsibilities beyond the pilot.
SAMPLE REPORT · ILLUSTRATIVE ONLY
Know what you will take away.
Your result includes an overall maturity level, scores across five dimensions, evidence gaps and three suggested priorities. Download the full response record or use it to prepare an expert review.
Illustrative scorecard
50/100 · Controlled
Strategy & use cases50/100
Data readiness75/100
Engineering & evaluation25/100
Risk & governance50/100
People & operations50/100
Example priority: investigate the lowest-scoring dimension and confirm the evidence behind each answer.
HOW SCORING WORKS
A transparent reference, with clear limits.
0–24 · Reactive
Work depends heavily on manual response and individual knowledge.
25–49 · Developing
Practices exist but are not yet consistently applied.
50–74 · Controlled
Core practices have defined processes and ownership.
75–100 · Measured & improving
Practices are measured, tested and improved using evidence.
Responses are scored from 1 to 5 and normalized to 0–100. Dimensions are equally weighted and require at least two known answers each. An overall score is shown only after all questions are answered and all dimensions can be scored. This framework does not compare you statistically with other companies.