AI-readiness diagnostic for health-tech startups
Find the healthcare AI work worth funding.
Before a startup buys a tool or builds an agent, rank the opportunities by business value, data fitness, workflow fit, risk, and implementation cost. Leave with a decision-ready map and a practical next project.
From $2,500Focused scope. Clear decision. Larger assessments scoped separately.
Turn AI enthusiasm into a funding decision.
A focused diagnostic creates a shared view across the founder, product, data, engineering, clinical, and operating teams. It answers what can move now, what needs groundwork, and what should not be built yet.
- Use-case valueWhat decision, revenue, cost, quality, risk, or adoption problem would improve?
- Data fitnessIs the relevant data available, owned, documented, current, and safe to use?
- Workflow fitWhere does the work live today, and where can a model or agent help without creating more friction?
- Risk and controlsWhat privacy, security, review, escalation, and change-management conditions must be in place?
- Implementation costWhat people, systems, model strategy, integration, and operating cadence will the work require?
A map the team can act on.
The diagnostic is designed to make the next decision easier to fund, explain, build, and measure.
- Decision memo and opportunity mapWhat to fund, stop, sequence, or revisit—and why.
- Data and workflow findingsWhat is available, what is missing, and which operating constraints matter.
- Governance gap viewReview points, escalation paths, documentation, model choices, and boundaries to resolve.
- 90-day next moveA focused build, landscape assessment, or operating-system workstream that can earn the next investment.
Start where the pressure is real.
Readiness with a decision at the end.
How long does the assessment take?
The focused diagnostic is usually a one-to-two-week engagement and starts at $2,500. The exact scope depends on the number of use cases, systems, stakeholders, and decisions in play.
How much does the diagnostic cost?
The focused health-tech startup diagnostic starts at $2,500. If the work requires a broader data landscape, more stakeholders, or a larger implementation plan, the scope and price are agreed before work begins.
Do we need to choose an AI provider first?
No. The assessment can recommend a multi-provider model strategy or a deep single-provider path based on the work, policy, integration, delivery speed, and current commitments.
What happens after the assessment?
You get a clear next decision. That may be a build sprint, a healthcare data landscape assessment, a dbt accelerator, a Data AI Operating System build, or a decision to wait until the groundwork is ready.
Have more AI ideas than funding decisions?
Start with a focused diagnostic from $2,500. Share the use cases, data systems, deadline, and decision owner; the intake will shape the first working session.