Smarter workflows
for everyday medicine.
Careflai reads, structures and routes diagnostic work — capture, analysis, biologist validation and reporting — in one traceable workspace. Smart where it saves time, human where it counts.
- HDS-ready · GDPR-aligned
- Modular by specialty
- Human-validated by design
Backed by France's deeptech & clinical research ecosystem
Labs don't need another model. They need the routine handled — reliably, and on their terms.
Specialist hours don't scale.
Demand for diagnostics keeps rising while specialist time stays flat. The only lever is how much of the routine you can take off their plate — safely.
A model isn't a workflow.
Every lab runs different instruments, plates, regulations and habits. What matters isn't the model — it's whether it fits the way your team actually works.
Trust is the product.
Auditability, transparency and biologist validation aren't extras. They're the precondition for software to belong in regulated, safety-critical care.
One workflow. Four stages. Composable end-to-end.
Careflai connects acquisition, reading, validation and reporting into one auditable workflow — so a scan becomes a signed result without leaving the system.
Acquire from any source.
Slides, microscopy, imaging, instruments, LIS data — Careflai ingests the full input pipeline of a modern lab.
Run the right module.
Specialty-tuned reading: detection, structuring and scoring — one module per test type, swappable as you grow.
Human-in-the-loop, by design.
Multi-reader review, expert override, full traceability. The clinician keeps the final word — always.
Standardized, structured output.
Pre-filled reports, SNOMED-aligned codes, audit log. Ready to sign, ready to integrate, ready to defend.
A growing library of modules. Activated in days, not quarters.
Each module is specialty-tuned, validated and deployable on demand. Mix and match across labs and sites — or bring your own model via API.
IRIS · Immunoblot
Serology immunoblots read automatically — strips, bands and the control line — with biologist validation in the loop. Adapts to each lab's plates. Already in routine use.
Lab Studio
Compose end-to-end lab workflows visually — capture rules, reading steps, validation gates and structured outputs. No code required.
Imaging
Region detection and triage on imaging modalities. Integrated with your existing systems — no disruption.
Bring your own model
Plug a proprietary or research model into Careflai. It inherits validation, audit and reporting — instantly.
Serology immunoblots, read in seconds. Validated by your team.
IRIS turns a scanned immunoblot into a structured, traceable result — read automatically, then confirmed by your biologist. It adapts to each lab's plates and folds into the routine you already run.
One layer between your instruments and your decisions.
Careflai isn't another silo. It ties instruments, reading and clinical experts into one continuous, auditable workflow — from scan to signed report.
It assists. Clinicians decide. Always.
Careflai is built for the only model that holds up in clinical work: the software proposes, experts validate, and the system remembers everything.
Explainable by default
Every result comes with the underlying evidence — annotated regions, the control check, comparable cases.
Multi-reader workflows
Configure single, double or N-reader review pipelines. Disagreements trigger structured arbitration.
Versioned & reproducible
Every analysis is bound to a specific module version, hash and configuration. Reproducible six months later.
Signed audit trail
Cryptographically anchored history: who saw what, when, and why decisions changed.
Built for the standards clinical medicinerequires.
Compliance isn't a checkbox at Careflai — it's a primitive. Every layer of the platform is designed around clinical-grade trust requirements.
HDS-ready
Designed for health data hosting requirements in France and the EU.
GDPR-aligned
Lawful basis, minimization, retention controls and full data subject rights.
Encryption end-to-end
TLS 1.3 in transit, AES-256 at rest. KMS-managed keys per tenant.
ISO 27001 — in progress
Information security management system roadmap, controls and audits underway.
Tenant isolation
Logical isolation at storage, compute and audit layers. SSO-ready.
EU-residency by default
Data stays in EU regions. Transparent data flow documentation.
Real workflows. Real specialties. Real labs.
Live today in serology and immunology — reading immunoblots in clinical biology labs, adapting to each site's plates. The same workspace scales to the next specialty and lab.
❝ Clinical voice
“I read the strips more clearly than on the bench — the same criteria, laid out so nothing slips. It evens out the differences between readers, nothing is final until I validate it, and every result stays traceable.”
Backed by France's leading scientific & strategic institutions.
Careflai grows inside an ecosystem that combines public deeptech funding, top-tier academic research and clinical partnerships.
Live in clinical biology labs
Put the routine on autopilot. You keep the last word.
30 minutes with our team to map your workflow, prioritize the right modules, and lay out a deployment plan that ships.