xflo — your flow cytometry copilot.
xflo automates gating, population analysis, and reporting, then hands an explainable draft to the expert. Less mechanical work, faster turnaround, decisions you can trust.
Upload anything .FCS
Drag in raw files from any major cytometer. xflo handles compensation, spillover, and metadata automatically — no preprocessing required.
Consistent, learned gating
Population boundaries learned from your panels, applied identically across operators and shifts. Review and adjust any gate in one click.
Diagnostic intelligence
Immunophenotypes matched against a clinical knowledge base surface candidate entities with confidence — and the evidence behind them.
Sign-out-ready drafts
Structured reports formatted to your template, pre-populated and fully editable, so the pathologist finishes in minutes.
Live, illustrative auto-gating of a CD19/CD5 panel.
Everything the workflow needs.
xflo covers the pipeline end to end — and adapts to the panels and protocols you already run.
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.
Four steps, one explainable pipeline.
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.
See xflo on your own panels.
Bring a handful of cases. We'll show you structured, explainable results in minutes.