Mission
DOCTREEN’s mission is to transform medical expertise into structured, explainable and actionable intelligence through hybrid AI combining generative AI and clinical reasoning models.
We help healthcare professionals save time, improve the quality and consistency of medical reporting, and enhance clinical decision-making by structuring complex medical knowledge into scalable decision-support systems.
Starting with radiology and expanding to other specialties such as nuclear medicine, cardiology and pathology, DOCTREEN aims to build a sovereign and trustworthy medical AI platform designed to support healthcare professionals — not replace them.
Solution
DOCTREEN develops a hybrid medical AI platform that combines generative AI with structured clinical reasoning models to assist healthcare professionals in producing high-quality, standardized and explainable medical documentation.
Our technology relies on a large proprietary library of medical decision trees built with expert physicians, enabling the AI to guide, structure and secure complex clinical reasoning rather than simply generate text.
Our first solution, dedicated to radiology, helps radiologists accelerate report generation, improve consistency and reduce cognitive workload while remaining fully integrated into existing clinical workflows.
The platform is designed to expand across multiple medical specialties, including nuclear medicine, cardiology and pathology, with the ambition of becoming a trusted infrastructure for structured medical knowledge and AI-assisted clinical reasoning.
Success story with Orange
Yes. DOCTREEN recently signed a distribution partnership agreement with Enovacom, a subsidiary of Orange Business specialized in healthcare interoperability and digital health solutions.
This partnership represents an important milestone for us, as it enables the integration and distribution of our hybrid medical AI solutions within established healthcare IT ecosystems and reinforces the relevance of our technology for large-scale clinical deployment.
Impact
DOCTREEN’s technology helps healthcare professionals save significant medical time while improving the quality, consistency and traceability of clinical documentation.
By combining generative AI with structured clinical reasoning models, our solution reduces cognitive workload and assists physicians in producing more standardized, explainable and reliable medical reports.
Beyond productivity gains, our approach contributes to better interoperability and valorization of healthcare data, which is essential for improving patient care, research and future AI applications in medicine.
Our technology also addresses a major healthcare challenge: enabling access to expert-level structured reasoning while preserving physician control and ensuring compliance with European requirements for trustworthy and sovereign AI.