Directional
The score surfaces operating gaps. It is not legal, compliance, clinical, security, or financial advice.
Executive orientationDiagnostic / Commercial readiness
Can the healthcare AI thesis survive a real buying process?
Six domains determine whether an AI product becomes a trusted operating system or stalls between the demo, the contract, and implementation.
Run the diagnosticSee the operating thesisA directional executive diagnostic, not a certification or compliance opinion.
Six-domain pressure test
Score the system, not the story.
Choose the answer that reflects the operating reality today. The lowest-scoring domain is usually the handoff that breaks buyer confidence.
Commercial readiness0/6
Payer economics
Can leadership explain who pays, why the workflow matters financially, and which budget absorbs it?
Provider workflow
Does the product fit the real clinical and administrative handoff without adding hidden work?
Claims / RCM intelligence
Can the team connect the product to measurable claims, denial, leakage, access, or utilization signal?
AI governance
Are evidence, ownership, human review, escalation, and audit trails designed into the workflow?
Implementation
Can a buyer see the path from contract signature to a working, staffed, integrated operating model?
Proof
Is there an agreed value readout that finance, operations, and the executive sponsor will trust?
Method and source discipline
Built to make the next executive conversation sharper.
The model separates economics, workflow, data, governance, implementation, and proof because healthcare buying committees evaluate all six even when the sales process does not.
Evidence-led
Strong answers require named owners, visible controls, real workflow, and agreed value measurement.
Proof over positioningBuyer-aware
The frame reflects the questions finance, operations, legal, clinical, product, and procurement bring to adoption.
Buying-committee trustStart a serious conversation