Decision infrastructure for SMB operators without an internal data function
I build systems that help you make decisions.
Turn the data you already have—EHR, claims, CRM, billing, spreadsheets—into decisions, workflows, and engines your team actually uses.
Who this is for
Owners and operators of healthcare practices, clinics, and outpatient groups—and other operations-driven SMBs—sitting on data they’re not using to make decisions.
Common signals: revenue leakage you can’t fully explain, staffing or capacity guesswork, a recurring question no one has time to answer, or reports that describe the past but never recommend the next move.
How I work
- Start from your existing messy data—no platform project required first
- Every engagement maps to a clear outcome: an Answer, a System, or an Engine
- You get logic, code, and explanation—no black boxes
- Leaves behind capability your team can run internally
- Most projects complete in 2–6 weeks
Three ways to work together
Answer — Settle one high-stakes question. A one-time analysis on a real decision, plain-language recommendation, clear next step. No ongoing system.
System — Build a repeatable workflow or tool. Structured data turned into a repeatable output your team uses internally. Durable—no continuous babysitting.
Engine — Ongoing decision system. Data → logic → output → action. Runs on a schedule, no daily check-ins, produces recurring operational decisions.
What you get
- Pre-transformation layer — before hiring a full-time analyst or stacking on more software
- Execution, not advice — deliverables you use, not slide decks
- Outcome over analysis — if ROI isn’t clear, I don’t take the project
Not a dashboard/software shop or a vague consultant. Is a solo operator building decision systems SMBs actually use—productized leverage, not billable hours for their own sake.
Start with a 45-minute Data & Operations Audit
A structured discussion to diagnose problem, data, and feasibility. You’ll leave with an honest recommendation: Answer, System, Engine, or no fit.