Milvue
Milvue is a Paris-based AI software company founded in 2018 that builds CE-marked, FDA-cleared deep-learning solutions for radiographic image analysis, serving radiologists and hospitals across 600+ sites in 25+ countries through its modular Milvue Suite and standalone TechCare Report products.
- Company typePrivate
- Founded2018
- HeadquartersParis, France
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Milvue does
Milvue is a Paris-based, French-founded (2018) AI software company that develops deep-learning solutions for radiographic image analysis in clinical radiology workflows. Its flagship product, the Milvue Suite, is a CE Class IIa medical device (EU MDR 2017/745, notified body BSI 2797) that has also received FDA clearance and Health Canada approval. The Suite is composed of modular applications: TechCare Alert for detection of seven pathology families (fractures, dislocations, joint effusions, pneumothorax, opacities, pleural effusions, and pulmonary nodules), TechCare Metrics for 60 automated bone and spine measurements (Cobb angles, EOS analysis, bone age, goniometry), TechCare Report for multilingual voice-dictated structured reporting (X-ray, CT, MRI), plus specialty modules for chest, trauma, pediatrics, and MSK/spine imaging. The platform integrates natively into hospital RIS/PACS environments via DICOM and HL7, returning AI-prioritized results to the worklist in under 30 seconds with reported clinical performance of >96% ROC-AUC on fracture detection.
The company serves radiologists, emergency physicians, orthopedic surgeons, pediatric radiologists, and hospital/clinic administrators across more than 600 sites in 25+ countries, with reported analysis volume of 40M+ examinations per year and 25 million X-rays analyzed in 2024. Revenue is generated primarily through enterprise site-license subscriptions for the regulated Suite (annual or multi-year, quote-based) and a separate freemium-to-subscription self-serve model for the non-medical-device TechCare Report. Distribution combines direct enterprise sales with channel partnerships (Vidi cooperative network in France, Human Bytes in Nordics) and OEM integrations (Incepto, Intrasense, GMM Group, Therapixel AI-lliance Box). The company holds ISO 13485:2016 certification, three IHE distinctions earned in 2024, and an NHS England approval for its fracture-detection module, with ownership distributed across the two co-founders (radiologist Alexandre Parpaleix and CSO Malo Huard) and 58 French radiologist shareholders.
Milvue firmographics
Firmographics- Name
- Milvue
- Legal name
- MILVUE
- Website
- https://milvue.com
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Milvue is a Paris-based AI software company founded in 2018 that builds CE-marked, FDA-cleared deep-learning solutions for radiographic image analysis, serving radiologists and hospitals across 600+ sites in 25+ countries through its modular Milvue Suite and standalone TechCare Report products.
- Ownership category
- akta.pro rank
Milvue industry classification
Industry- Product category
- Radiology AI Software
- NAICS
- Electromedical and Electrotherapeutic Apparatus Manufacturing (334510)
- SIC
- Electromedical & Electrotherapeutic Apparatus (3845), Surgical & Medical Instruments & Apparatus (3841)
- akta.pro primary industry
- Teleradiology Platforms & Reading Workflow (HLACALAK)
- akta.pro secondary industries
- Imaging Informatics & Workflow (PACS/RIS/VNA) (HLAHABAI), Radiology Reporting, Dictation & Structured Reporting (HLACALAF), Imaging Interoperability & Standards Enablement (DICOM/HL7/FHIR/IHE) (HLACALAJ), Imaging & Diagnostic Interoperability (DICOM exchange, image sharing, VNA connectivity) (HLACABAM)
Keywords
Where Milvue is headquartered
LocationHeadquarters
- HQ city
- Paris
- HQ country
- France
- HQ region
- Europe
Offices2 records
Markets served
Milvue business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- Milvue Suite Subscriptions: Annual or multi-year subscription licensing for the Milvue Suite medical device software (Class IIa CE, FDA, Health Canada cleared). Pricing based on site/institution level with modules for detection, measurements, and chest analysis.
- TechCare Report Subscriptions: Web-based subscription software (outside CE marking scope) offering multilingual dictation and reporting assistance. Free 14-day trial with per-month subscription; up to 4,000 requests per month included.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | TechCare Report subscription with 14-day free trial |
| Subscription | Annual | Enterprise site licensing for Milvue Suite |
Go-to-market motion3 records
Distribution channels6 records
Marketing channels7 records
Milvue product offering
Product offeringCore offering
Milvue develops and sells an AI-powered medical imaging software suite (Milvue Suite) for radiology departments and emergency services. The platform provides real-time detection of fractures, dislocations, joint effusions, pneumothorax, opacities, pleural effusions, and pulmonary nodules; automated bone measurements (60 types); and AI-assisted multilingual dictation and structured reporting. It integrates natively with RIS/PACS systems via DICOM/HL7 and is deployed across 600+ sites in 25+ countries.
Product overview
Milvue offers a unified platform architecture called the Milvue Suite, a CE Class IIa medical device combining three core modules: TechCare Alert (detection of 7 pathology families including fractures and chest findings), TechCare Metrics (60 automatic bone measurements), and TechCare Report (multilingual voice dictation and structured reporting). The platform supports clinical workflows through TechCare Trauma (ED prioritization), TechCare Chest (chest-specific detection), TechCare Kids (pediatric fracture detection), and TechCare MSK (spine and musculoskeletal measurements). All modules integrate natively with RIS/PACS systems via DICOM/HL7 protocols. Deployed in 600+ sites across 25+ countries, analyzing 40M exams annually.
Differentiator
Problem solved
Functional benefit
Brands
- TechCare Alert: AI detection solution for fracture, dislocation, joint effusion, pneumothorax, opacities, nodules, and pleural effusions with worklist prioritization. Also known as SmartUrgences. CE class IIa, FDA cleared, Health Canada approved.
- TechCare Metrics
- TechCare Report
- TechCare Chest
- TechCare Kids
- TechCare Trauma
- AI-lliance Box
Products and services
- Milvue Suite Unified AI platform for radiology integrating detection, measurements, and reporting modules. CE Class IIa medical device (EU MDR 2017/745) with FDA and Health Canada clearances for specific modules. Deployed across 600+ sites in 25+ countries, analyzing 40M exams annually.
- TechCare Alert AI detection module for fracture and pathology detection on X-ray. Detects 7 families of radiographic anomalies (fractures, dislocations, joint effusions, pneumothorax, opacities, pleural effusion, pulmonary nodules) with automatic worklist prioritization. CE Class IIa, FDA cleared, Health Canada approved. Achieves >96% ROC-AUC and +22% sensitivity improvement.
- TechCare Metrics AI-powered measurement module providing 60 automatic bone measurements including Cobb angles, lower limbs, hip-pelvis, foot, shoulder, knee, spine, and bone age estimation. Hallux valgus measurement achieves 1.2° mean error. Supports EOS acquisitions and whole-body imaging. Up to +70% productivity gains.
- TechCare Report Standalone AI radiology reporting assistant with multilingual voice dictation and intelligent template management. Generates structured reports for X-ray, CT, and MRI. Includes generative AI for proofreading and knowledge base verification. Available by subscription, not CE-marked as medical device. 14-day free trial available.
- TechCare Chest AI detection module specifically for chest X-ray analysis. Detects pneumothorax, opacities, pleural effusions, and pulmonary nodules. CE Class IIa certified for European market. Includes chest-specific worklist prioritization.
- TechCare Trauma
- TechCare Kids
- TechCare MSK
- AI-lliance Box
Quantifiable outcome
- −90% diagnostic errors in emergency department settings
- +7 more outcomes
Companies that use Milvue
Customer profileNamed customers8 records
Segments5 records
Ideal customer profiles6 records
Milvue technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration4 records
AI capability8 records
Feature5 records
Milvue partnerships and signals
Strategic signalPartnerships
Ten partnerships are on record, tiered major and core.
- Lenval FoundationmajorAI integration into Lenval pediatric imaging center (62,200 exams/year) for fracture detection, pulmonary nodule analysis, and orthopedic measurements. Dr. Marco Albertario leading implementation for enhanced pediatric diagnostic capabilities.
- Excellence ImageriemajorAI-lliance Box deployment across Excellence Imagerie group (four centers, 60 radiologists, 300,000 patients/year). Multi-site implementation addressing complex RIS/PACS ecosystem integration challenges. Dr. Vincent Sebban testimonial and ongoing collaboration.
- MicrosoftmajorSelected for Microsoft Generative AI Program first cohort at Station F. 10-week mentorship program with Azure OpenAI Services access, Azure credits, and technical guidance from Microsoft and partners (Cellenza, ImpactAI). Demo Day presentation showcasing generative AI advances in healthcare.
- TherapixelcoreStrategic AI-lliance partnership combining Milvue's musculoskeletal and pulmonary AI with Therapixel's mammography AI (MammoScreen) to offer radiology centers a comprehensive AI solution covering osteoarticular, pulmonary, and breast imaging. Joint go-to-market through AI-lliance Box offering.
- InceptocoreWorld first partnership with AP-HM and Incepto to create first platform for design, validation, and orchestration of AI projects in radiology within a healthcare institution. Enables co-development of new AI algorithms with privileged access to AP-HM medical expertise and patient data.
- AP-HM (Assistance Publique - Hôpitaux de Marseille)coreStrategic partnership for AI design, development, integration and production within AP-HM Imaging Center (450,000 exams/year). First platform for AI project orchestration in a healthcare institution. Enables co-creation of new AI algorithms with ethical data handling.
- IntrasensemajorFirst integration of Milvue AI within Intrasense AI Hub platform. Milvue Suite technology integrated into Myrian clinical applications enabling seamless AI results delivery within radiologists' clinical tools. Cloud and hybrid deployment modes available.
- Human BytesmajorDistribution partner for Milvue AI in Denmark and Nordic region. Facilitated North Denmark Region deployment across all clinics and emergency departments. Partner credited for Danish Innovation Award recognition.
- GMM GroupcoreIntegration of Milvue AI into GMM Group's complete range of conventional radiology systems including mobile units. Enables AI-powered fracture detection and measurement directly in radiographic devices. Joint presentation at ECR Vienna and JFR Paris.
- VidicoreVidi cooperative network (62 radiology centers, 1000+ radiologists) references Milvue and makes solution available to all members at preferential conditions. Strategic distribution channel for French market through leading imaging network.
Scale indicators11 records
Recent moves6 records
Expansion highlights6 records
Milvue competitors and assessment
Company assessmentDirect peers
- Gleamer: Paris-based radiology AI company focused on bone trauma and fracture detection on X-ray, directly competing with Milvue's TechCare Alert and TechCare Trauma modules across the same hospital and emergency department customer base.
- RapidAI: US-based radiology AI vendor with strong stroke and neurovascular workflows expanding into broader imaging AI, competing for the same enterprise radiology and emergency department budgets as Milvue.
- Incepto: French AI platform for radiology that aggregates third-party AI algorithms and is both a distribution partner and direct competitor to Milvue, offering hospitals a multi-vendor alternative to single-vendor suites.
- Qure.ai: Mumbai-based radiology AI vendor with chest X-ray, head CT, and tuberculosis detection products, competing in similar emergency and public health deployments across EMEA, APAC, and emerging markets.
- Annalise.ai: Australia/UK-based multimodal radiology AI company offering comprehensive X-ray and CT detection, overlapping with Milvue's TechCare Alert, Chest, and broader detection roadmap across enterprise customers.
- Therapixel: French radiology AI vendor specializing in mammography screening (MammoScreen) and Milvue's strategic partner in the AI-lliance Box; competes in adjacent imaging AI workflows and shares joint go-to-market with Milvue.
- Aidoc: Israel-based leading radiology AI platform covering multiple pathology detection modules integrated with PACS, competing with Milvue in hospital enterprise sales and prioritization workflows at much larger scale.
Broad incumbents
- Viz.ai: US-based clinical AI platform with large installed base in stroke and emergency workflows; broader scope than Milvue but overlaps in emergency department prioritization and care coordination where Milvue's TechCare Trauma also competes.
Emerging players
- Lunit: South Korea-based medical AI company with FDA-cleared chest X-ray and mammography detection, competing with Milvue's chest and breast imaging capabilities in enterprise and screening deployments.
- Oxipit: Lithuania-based chest X-ray AI vendor with autonomous reporting capabilities, directly overlapping with Milvue's TechCare Chest and broader chest imaging detection use cases across European hospital systems.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
Milvue social profiles
Digital presenceMilvue compliance and trust
Trust signalCompliance7 records
Milvue financial estimates
Financial estimateRevenue estimate
Valuation estimate
Milvue leadership team
Management profileNumber of profiles
Profiles6 records
Milvue funding detail
Funding detailFunding overview
Funding rounds2 records
Investors1 record
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Milvue M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Milvue
What does Milvue do?
Milvue develops and sells an AI-powered medical imaging software suite (Milvue Suite) for radiology departments and emergency services. The platform provides real-time detection of fractures, dislocations, joint effusions, pneumothorax, opacities, pleural effusions, and pulmonary nodules; automated bone measurements (60 types); and AI-assisted multilingual dictation and structured reporting. It integrates natively with RIS/PACS systems via DICOM/HL7 and is deployed across 600+ sites in 25+ countries.
Is Milvue a public or private company?
Milvue is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Milvue founded?
Milvue was founded in 2018. It employs 11 to 50 people.
Where is Milvue based?
Milvue is headquartered in Paris, France, in the Europe region.
How does Milvue make money?
Two revenue lines are on record. Milvue Suite Subscriptions are the primary driver. The others are techCare Report Subscriptions.
Who are Milvue's main competitors?
Direct peers on record are Gleamer, RapidAI, Incepto, Qure.ai, Annalise.ai, Therapixel and Aidoc. Viz.ai is listed as a broad incumbent. Emerging players are Lunit and Oxipit.
Does Milvue have an API?
No public API is recorded for Milvue.
What industry is Milvue in?
Milvue's product category is Radiology AI Software. Its primary akta.pro industry code is HLACALAK, Teleradiology Platforms & Reading Workflow, with a secondary code of HLAHABAI, Imaging Informatics & Workflow (PACS/RIS/VNA). Its NAICS code is 334510 and its SIC code is 3845.