We build software that closes the gap between how things work and how they should.
Improbability Works is a software studio. We build tools for cryogenic medicine, developer experience, nonprofit operations, and anywhere else the right tool doesn't exist yet.
Projects
OpenCryo
LiveThe open-standard platform for cryogenic specimen chain-of-custody management. Purpose-built for fertility clinics, cord blood banks, stem cell facilities, and tissue storage operations.
opencryo.ioAFK Pager
LiveStreams AI coding sessions to your iPhone in real time. Push notifications when Claude Code or Codex needs a decision; reply from anywhere.
afkpager.appX v O Football
In DevelopmentA football simulation engine where scheme and strategy matter more than button mashing.
xvofootball.comStratify
BetaVoice-first cataloging for the things that matter. Point your phone at a shelf, speak what you see, and let AI handle identification, valuation, and organization.
getstratify.appConstituent News Monitor
BetaAutomated news intelligence for fundraising professionals. Upload a list of donors and constituents; the app searches, scores, and categorizes relevant news.
Every project at Improbability Works begins the same way: someone needed a tool that worked the way they actually think. We build software across cryogenic medicine, developer experience, nonprofit operations, and open-source infrastructure. Sometimes the right tool doesn't exist yet. More often, it exists but misses the point.