Lab Geek Toolkit

Practical, interactive tools for pathology laboratory leaders. No account required. Answers stay in your browser and reset when you reload.

Run the Lab

Explore a three-round histology capacity challenge and learn the tradeoffs behind operational decisions. Scenario outcomes are illustrative, not clinical advice or validated forecasts.

Lab Math

Estimate histology backlog growth, clearance time, and capacity required to meet a working-day target. Compare a baseline with a what-if scenario using transparent assumptions.

Find Your First AI Win

Evaluate up to three workflows using frequency, effort, consistency, sensitivity, consequences, and human oversight. Get an explainable starting-point pilot brief, not an automated clinical recommendation.

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