Free Tool
Public AI Readiness scorecard for teams that want signal, not theater.
Measure the five systems that determine whether AI becomes leverage or just more software spend: strategy, technology, operations, governance, and talent. Then compare your result to an anonymized peer cohort by industry and company size.
Need a human-led version with diligence, interviews, and remediation design? Explore capability audits.
Assessment Map
Measure readiness across the five systems that actually matter.
Twenty questions. Five dimensions. A deterministic scorecard you can use to sequence your next investments.
Peer Cohort
0 of 20 questions answered.
Strategy & Ownership
Leadership alignment, investment discipline, and use-case prioritization.
Technology Stack
Approved tools, usable data access, integration quality, and technical reliability.
Operations & Delivery
Delivery speed, production discipline, and reliable automation patterns.
Governance & Risk
Policy controls, human review, vendor diligence, and response readiness.
Talent & Adoption
Operator readiness, training, change management, and internal pull.
Scoring Scale
Not started
No clear process or owner yet.
Ad hoc
Some activity exists, but it depends on individuals.
Repeatable
A baseline process exists and can be reused.
Managed
The work is measured, staffed, and actively improved.
Advantage
This is a strategic capability with operating leverage.
Strategy & Ownership
Question 1 of 20