Read flow cytometry like a hematopathologist.
xflo turns raw .FCS data into structured, explainable diagnostic insight — in minutes, not hours. Built by xytoflo.ai.
Built for hematopathology labs, cytometry cores & diagnostics teams
Flow cytometry is rich, but reading it is slow.
Every case means hours of manual gating, population analysis, and report writing — work that's repetitive, operator-dependent, and hard to scale as volumes grow.
Manual gating drifts between operators and shifts.
Subtle immunophenotypes are easy to miss under time pressure.
Backlogs grow faster than expert capacity.
Meet xflo — your cytometry copilot.
xflo automates the mechanical work and surfaces explainable insight, so experts spend their time where it matters: the decision.
Automated gating
xflo learns population boundaries from your panels and gates consistently across cases — no more drift between operators.
Population intelligence
Immunophenotypes are matched against a clinical knowledge base to surface candidate diagnoses with confidence scores.
Explainable by design
Every call links back to the exact events and markers behind it. Reviewers see the why, not just the what.
Draft reporting
Structured, editable reports generated automatically — formatted to your lab's template and ready for sign-out.
Panel-aware
Bring your own panels and lab profiles. xflo adapts to your instruments, fluorochromes, and protocols.
Secure & compliant
Built for clinical environments with audit trails, role-based access, and data that never leaves your control.
From raw events to a draft report.
A single, explainable pipeline — built to slot into the way your lab already works.
Ingest
Drop in raw .FCS files from any instrument. xflo parses compensation, metadata, and event data automatically.
Analyze
Models gate populations, quantify immunophenotypes, and compare them against a curated diagnostic knowledge base.
Explain
Findings are presented with confidence scores and traced back to the underlying events and markers.
Report
A structured draft report is generated for the pathologist to review, refine, and sign out.
Designed to move the numbers that matter.
Illustrative targets for a modern cytometry workflow with xflo in the loop.
Not a black box.
Every population, score, and suggestion links back to the exact events and markers behind it. Pathologists stay in control — and their corrections make xflo sharper over time.
- ✓Event-level traceability for every call
- ✓Confidence scores you can interrogate
- ✓Human-in-the-loop by design
Explainable, auditable, yours.
xflo is decision-support software for trained professionals — engineered for the standards clinical environments demand.
See xflo on your own panels.
Bring a handful of cases. We'll show you structured, explainable results in minutes.