Where does AI actually pay off in your org?
Ten quick questions across strategy, use cases, data, talent, sponsorship, pilot-to-production, governance, integration, measurement, and change capacity. Three minutes, honest read, no email needed to see your score.
Most AI programs don’t fail on the model — they fail on the dimensions around it. This diagnostic scores all ten and shows you the bottleneck. It’s the same lens GenovateAI uses on day one of an engagement.
What the paid diagnostic evaluates
The self-assessment above shows you the bottleneck. The paid diagnostic goes deeper: one integrated evaluation across six dimensions, because use cases can’t be judged separately from the data, economics, controls, and operating model needed to run them.
Strategic fit
Business objective, owner, urgency, and dependencies — why this, why now.
Value & unit economics
Baseline, model and infrastructure cost, review effort, and the impact basis.
Data, security & privacy
Availability, quality, classification, residency, retention, and policy constraints.
Architecture & integration
Systems of record, tooling, model choices, portability, runtime, and reliability.
Governance & operations
Authority, approvals, escalation, logging, rollback, and evaluation cadence.
Adoption & organizational capability
Role changes, human/agent responsibility, training, incentives, and handover.
Four artifacts, each tied to a decision
Every output exists to enable a specific call — see the sample structure of each.