Advisory for health-tech, diagnostics, and labs
From test result to the next useful action.
I connect multiomics, product logic, and user context to create offers that do not end with a report but enable orientation and follow-through.
Dr. Josef Scheiber
Bioinformatician · Data Scientist · Founder
50+
publications
2,000+
citations
20+
years of experience
Does this sound familiar?
The science is strong, but friction appears between result and use.
A test does not win through more markers alone. Evidence, audience, communication, and next action must form a defensible system.
01
Strong test, weak follow-through
The report informs but then leaves users or advisors on their own.
02
Too many equal signals
Markers, scores, and recommendations compete without a clear prioritization logic.
03
Product and evidence separated
Scientific ambition, value proposition, and the real user journey do not yet interlock.
My perspective
The value of a test becomes visible after the result.
Test-to-action connects measurement, interpretation, prioritization, action, and learning. A data product becomes a responsible decision system.
Review the system
Which audience, data, claims, handoffs, and decisions exist today?
Sharpen the logic
How are evidence, context, and uncertainty translated into understandable priority?
Build the journey
Which next action, feedback loop, and advisory boundary follows from each result?
The outcome
A result report becomes a test-to-action architecture.
01
Decision logic
A clear link between signal, context, priority, and next action.
02
User journey
A coherent path from onboarding through the report to the follow-up decision.
03
Decision memo
Priorities for product, communication, evidence, and the next development stage.
Best entry point
Test-to-action sprint
In a focused sprint, we review and sharpen system architecture, audience logic, result communication, and the subsequent decision chain.
A compact decision memo with test-to-action logic, prioritized product questions, and the next development stage.
Pre-clarification · 3-4 intensive hours · decision memo · optional advisory
Discuss test-to-actionEvidence, value, and boundaries belong in the same system
The work does not replace regulatory, medical, or legal review. It helps structure scientific claims, product promises, and responsible next actions consistently.