AI readiness is less about technology maturity and more about operational clarity. Organizations that succeed can articulate the workflow, the volume, the cost of the current state, and who owns the outcome.
The five dimensions we assess
- Process clarity: is the workflow documented and repeatable?
- Data access: is the required information reachable, current, and permissioned?
- Systems integration: can AI read and write where the work actually happens?
- Adoption capacity: who changes their day-to-day, and what support do they need?
- Measurement: what metric proves value within 90 days?
What good looks like
A ready organization can name one workflow, one owner, one baseline metric, and one target. That focus is what converts an AI pilot into an operating capability.