Trust, but Validate
Rigor is the price of admission, not the verdict. I build the evidence — and the argument — that holds up when the decision is on the line.
The Problem with Fragmentation
Healthcare organizations are drowning in data and starving for decisions. AI promises speed. Real-world evidence promises relevance. Leadership development promises capability. Yet most initiatives remain disconnected.
The scientist never sees the commercial reality. The strategist never feels the methodological constraints. The seller never understands what makes evidence defensible. The leader inherits a set of artifacts that do not quite become a system.
The cost is not just inefficiency. It is evidence that cannot survive cross-examination in the room where the budget, label, access strategy, or team mandate is decided.
The Desk Has Three Beats
Everything published here serves one standard: evidence a skeptical reviewer would accept, explained so a decision-maker can act on it. The beats are the places that standard gets tested.
Study designs that survive scrutiny: target trial thinking, transparent cohorts, and limits named before someone else names them.
Anti-hype, pro-utility. Where models actually compress the evidence cycle, and the validation habits that keep them answerable.
Building teams and operating systems that produce credible work on project five the same way they did on project one.
The weekly cadence is RWEdnesdays — concise, operator-focused notes that land on LinkedIn and archive in Insights.
Start with the decision, not the data.
The first question is not which dataset is available or which model is fashionable. The first question is what decision must be made, who has to believe the answer, and what standard of evidence they will apply.
That frame changes the work. It forces the protocol, endpoint, comparator, sensitivity analysis, and message to line up before the analysis begins.
- 01Decision
Who must act, what they must decide, and what would change their mind.
- 02Evidence Standard
The bar the most skeptical reviewer in the room will actually apply.
- 03Study Design
Endpoints, comparators, and sensitivity analyses chosen to clear that bar.
- 04Argument
The finding translated into the language of budget, label, and priority.
- 05Operating System
The habits and templates that let a team repeat the work without rescue.
The ecosystem is deliberate.
This site is the authoritative desk: essays, frameworks, and proof of work. The adjacent sites are narrower instruments. Together they create a three-site publishing and practice system.
Authoritative journal for AI, RWE/RWD, and healthcare leadership.
Applied AI workflows for teams that need useful tools, not theater.
A methods catalog and dispatch rhythm for real-world evidence operators.
Bring one hard decision.
The strongest conversations begin with a concrete decision: a study to design, a recommendation to defend, an AI workflow to evaluate, or a team capability to build.