We help experts read cytometry faster.
xytoflo.ai is a team of engineers and scientists building AI for diagnostic flow cytometry. Our mission: turn rich cellular data into trustworthy, explainable insight — at the speed labs need.
Make every cytometry case faster, fairer, and more consistent.
Diagnostic capacity shouldn't be the bottleneck between a sample and an answer. We close that gap without taking experts out of the decision.
Experts in the loop
We build copilots, not replacements. The clinician's judgment is the product's north star.
Explainability first
If a result can't be traced and understood, it doesn't ship. Trust is earned event by event.
Clinical rigor
We hold ourselves to the standards of the labs we serve — reproducible, auditable, careful.
Built with labs
Every feature is shaped by real cytometry workflows and real diagnostic teams.
The story in three beats.
Cytometry data is underused.
Labs generate extraordinarily rich flow data, yet reading it remains manual, slow, and operator-dependent.
Models can learn cell populations.
Modern representation learning can capture immunophenotype structure that fixed gating rules miss.
xflo puts it to work.
An explainable copilot that automates the mechanical work and keeps experts firmly in control.
Building the future of diagnostics?
Whether you run a lab, lead a team, or want to join ours — we'd love to talk.