The AI-READY Framework
Seven dimensions. One independent assessment.
We evaluate healthcare AI across the dimensions that determine whether an initiative is commercially valuable, clinically appropriate, operationally viable, technically feasible, governed responsibly and ready to scale.
- 01
Business
- 02
Clinical
- 03
Workflow
- 04
Technology
- 05
Data
- 06
Risk & Compliance
- 07
Implementation
How it works
Readiness is never a single question.
An AI initiative can be technically impressive and still fail on data representativeness, workflow placement or governance. The framework forces each dimension to be answered independently, then reconciled into one decision.
- 01
Business
Value, economics, investment case
- 02
Clinical
Clinical relevance, safety, fit
- 03
Workflow
Where AI fits and who uses it
- 04
Technology
Architecture, APIs, EHR/EMR integration, interoperability
- 05
Data
Quality, availability, sources, representativeness
- 06
Risk & Compliance
Privacy, regulatory, operational and governance exposure
- 07
Implementation
Deployment, support, adoption and scalability
Risk view
Findings mapped by likelihood and impact.
Every finding is placed on a risk matrix so leadership can separate what blocks deployment from what can be improved over time.
AI Risk Assessment
Illustrative sample| Likelihood | Low impact | Medium impact | High impact |
|---|---|---|---|
| High likelihood | High likelihood, Low impact: No illustrative findings | High likelihood, Medium impact: Governance | High likelihood, High impact: Privacy |
| Medium likelihood | Medium likelihood, Low impact: No illustrative findings | Medium likelihood, Medium impact: Bias | Medium likelihood, High impact: Clinical |
| Low likelihood | Low likelihood, Low impact: Workflow | Low likelihood, Medium impact: No illustrative findings | Low likelihood, High impact: No illustrative findings |
5 risks requiring remediation before deployment.
Illustrative data only; not a client result or certification.
What you receive
Six deliverables, one decision.
AI Use-Case Assessment
Determine whether the AI addresses a meaningful healthcare problem and creates defensible value.
7-Dimension Readiness Score
A documented score across business, clinical, workflow, technology, data, risk and implementation.
Risk & Gap Analysis
Identify barriers, dependencies and exposure before investment, deployment or scale.
Executive Readout
Clear findings designed for leadership and board-level decision-making.
Prioritized Roadmap
A sequenced 30 / 60 / 90-day remediation plan with practical next steps.
Readiness Recommendation
A clear READY, FIX, RISK or NEXT decision—not another open-ended consulting report.
Start here
Before You Invest in Healthcare AI, Know Whether It’s Ready.
Get an independent readiness assessment before you invest, deploy or scale.