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Life Science Analytics, Built in the Open

NicheLabz | Life Science Analytics Lab
Real-world pharma commercial analytics — built, tested, and shared in the open.


Featured Work

Next Best Action Engine for Pharma Reps

Built end-to-end: unified HCP data → predictive models → parking lot dashboard.

Icotrokinra Revenue Forecast: Public Data Gold Standard

A gold-standard prelaunch forecast normally requires proprietary claims data and payer research. This icotrokinra model uses only public sources — but traces every assumption to its origin, showing what rigorous outside-in analysis can achieve.


Latest Articles

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Why NicheLabz?

  • Practitioner-built — 10+ years pharma commercial analytics experience
  • End-to-end systems — data architecture through field-ready dashboards
  • Open methodology — no black box models, full build process shared
  • Real commercial data — IQVIA, Veeva, Symphony logic, not toy datasets