The diagnostic AI operating system
for clinical teams.
Careflai is the workflow layer that orchestrates capture, analysis, expert validation and reporting — across modalities, instruments and specialties. Modular AI. Human in the loop. Built for the standards of clinical medicine.
- HDS-ready · GDPR-aligned
- Modular AI runtime
- Human-validated by design
Backed by France’s deeptech & clinical research ecosystem
Diagnostic medicine is becoming infrastructure-bound. The next decade belongs to teams that orchestrate AI instead of stacking it.
Expert capacity is the new bottleneck.
Demand for diagnostics is rising while specialist hours stay flat. The unit economics of medicine now depend on how much routine work you can responsibly automate.
Models alone don't scale clinical work.
Each lab runs different instruments, regulations, languages and workflows. The value isn't in a model — it's in the layer that orchestrates it inside real operations.
Trust is the product.
Auditability, explainability and human validation aren't features. They're the precondition for AI to become part of regulated, safety-critical care.
One workflow. Four stages. Composable end-to-end.
Careflai isn't a model — it's the operating layer that connects acquisition, AI, validation and reporting into a single, auditable workflow.
Acquire from any source.
Slides, microscopy, imaging, instruments, LIS data — Careflai ingests the full input pipeline of a modern lab.
Run the right AI module.
Specialty-tuned models execute pre-analysis, detection and structured extraction — composable, swappable, evolving.
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.
An ecosystem of AI applications. Activated in days, not quarters.
Careflai modules are specialty-tuned, validated and deployable on demand. Mix and match across labs and sites — or bring your own model via API.
Immunoblot AI
Automated Western Blot analysis. Intelligent band detection, structured output and expert validation in the loop — already running in clinical labs.
AI Applications
A growing library of specialty-tuned applications, deployable side-by-side from a single workspace. Configurable scoring and structured outputs.
Imaging
Region detection and triage on imaging modalities. Workflow-integrated with your existing systems — no disruption.
Patients
A clinical workspace for structured patient records, longitudinal context and multi-site collaboration — wired into every analysis.
Workflow Studio
Compose end-to-end diagnostic workflows visually — capture rules, AI chains, validation gates and structured outputs. No code required.
Bring your own AI
Plug a proprietary or research model into Careflai. Inherits validation, audit and reporting layers — instantly.
An infrastructure layer between data, AI and decisions.
Careflai isn't another silo. It's the connective tissue that turns instruments, models and clinical experts into one continuous, auditable workflow.
AI assists. Clinicians decide. Always.
Careflai is engineered for the only operating model that matters in clinical work: AI that proposes, experts that validate, and a system that remembers everything.
Explainable by default
Every AI prediction comes with the underlying evidence — annotated regions, confidence scores, comparable cases.
Multi-reader workflows
Configure single, double or N-reader review pipelines. Disagreements trigger structured arbitration.
Versioned AI
Every analysis is bound to a specific model 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 medicine requires.
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.
From routine clinical workflows to advanced research, Careflai adapts the same platform to the specific reality of each specialty.
❝ Clinical voice
“Careflai feels less like a tool and more like a layer the lab finally had missing — connecting how we capture, how we read, and how we sign off, without breaking the way we work.”
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.
The diagnostic AI operating system
Build the future of diagnostics with us.
30 minutes with our team to map your workflow, prioritize the right modules, and lay out a deployment plan that ships.