Medical Data Vision

What Medical Data Vision does

Medical Data Vision Co., Ltd. (MDV) operates Japan's largest medical administrative database, covering 62.42 million actual patients in its Hospital Database and 21.02 million in its Health Insurance Database, sourced from 871 of Japan's 1,761 DPC-designated hospitals (~49% of advanced treatment facilities). The company ingests and processes more than one million health claims per month and updates its datasets monthly with data from roughly two months prior, spanning inpatient, outpatient, electronic receipt, and clinical examination data since April 2008. MDV's data asset underpins 822 peer-reviewed publications and is licensed to over 100 organizations including pharmaceutical companies, medical device manufacturers, academic institutions, and health insurers.

MDV monetizes the database through three revenue streams: (1) Medical Database Services, sold as annual subscriptions to MDV analyzer, MDV analyzer for Oncology, and MDV analyzer for Clinical Insight, plus ad hoc analysis and dataset extraction; (2) Hospital Software Solutions, including MDV Act, MDV Act Link, EVE, Medical Code, KanGoch+ (Kango-ch+), and ALPHA/SALUS, sold as embedded applications to DPC hospitals; and (3) Ad Hoc Analysis Services, priced on a custom, quote-based basis. Pricing is not publicly disclosed; free trials are available for the analyzer family. Go-to-market is direct enterprise sales via Tokyo and Kyushu offices.

The company was founded in August 2003 and previously traded on the Tokyo Stock Exchange (TYO: 3902). In early 2026 Nippon Life Insurance Company completed a 52% majority acquisition for ¥40.4 billion (~$380M), making MDV a wholly-owned subsidiary and reorienting it as the data backbone for Nippon Life's healthcare and digital health strategy. MDV maintains ISMS JQA certification and operates exclusively in Japan; international expansion has not been signaled in available materials.

Name

Medical Data Vision

Legal name

Medical Data Vision Co., Ltd.

Website

https://mdv.co.jp

Company type

Private

Founded year

2003

Operating status

Operating

Headcount range

251–500 employees

Short description

Medical Data Vision operates Japan's largest hospital administrative database, covering 62.4 million patients across ~49% of DPC-designated hospitals, and sells real-world data analytics subscriptions plus hospital management software to pharmaceutical companies, hospitals, and research institutions in Japan.

Ownership category

akta.pro rank

Product category

Healthcare Data Analytics & Real-World Evidence

NAICS

Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (518)

SIC

Services-Health Services (8000)

akta.pro primary industry

Real-World Data (RWD) Platforms & Clinical Data Curation (HLACAIAJ)

akta.pro secondary industry

Cost of Care, Spend Analytics & Financial Performance Management (HLACAHAJ)

Keywords

• Healthcare data analytics
• Real-world evidence
• Medical database services
• Hospital management software
• Pharmaceutical RWD

Headquarters

HQ city

Tokyo

HQ country

Japan

HQ region

Asia

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Medical Database Services: MDV provides database subscription services to pharmaceutical companies, medical device manufacturers, research institutions, and health insurance companies. Services include MDV analyzer (web-based analysis tool), MDV analyzer for Oncology, MDV analyzer for Clinical Insight, analysis reports, and dataset extraction. Annual subscription models include All-Therapeutic Area (full database access) and Specific Therapeutic Area (selected therapeutic areas). The company collects and processes administrative data from DPC hospitals and provides anonymized data services.
2. Hospital Software Solutions: MDV provides hospital management software including MDV Act (hospital management improvement), MDV Act Link (real-time data utilization), EVE (DPC analysis benchmark), Medical Code (hospital management support), KanGoch+ (nursing care analysis), and health checkup systems ALPHA/SALUS. These are sold directly to hospitals as applications or systems.
3. Ad Hoc Analysis Services: Custom data analysis services tailored to specific customer requirements, providing aggregated and processed data for customized analysis and data extraction based on specific criteria.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels7 records

Core offering

Medical Data Vision (MDV) operates one of Japan's largest-scale hospital administrative databases, aggregating anonymized DPC, outpatient, health-insurance and clinical-exam data from 871+ hospitals covering 62.42 million patients. It sells this data to pharmaceutical companies, medical device manufacturers, academia, research institutions and health insurers via subscription web tools (MDV analyzer, MDV analyzer for Oncology, MDV analyzer for Clinical Insight) and ad hoc analysis/dataset services. It also sells hospital management SaaS applications (MDV Act, EVE, Medical Code, ALPHA/SALUS, KanGoch+, Katanashi, MDV Act Link) directly to DPC hospitals.

Product overview

Medical Data Vision (MDV) operates a platform-plus-modules architecture built around Japan's largest hospital administrative database covering 62.42 million patients across 871+ DPC-designated hospitals. The core offerings include MDV Act (hospital management improvement suite), MDV analyzer family (MDV analyzer for hospitals, MDV analyzer for Oncology, MDV analyzer for Clinical Insight), EVE (DPC benchmark system), and the MDV RWD insight platform providing real-world data access for pharmaceutical and academic research. Supporting products include specialized tools like カンゴッチ+ for nursing analysis, カタナシ for voice AI documentation, Medical Code for hospital administration, ALPHA/SALUS for health checkups, and personal services like CADA2 for expense support.

Differentiator

Problem solved

Functional benefit

Brands

• MDV Act: Hospital management improvement application
• MDV Act Link
• Medical Code
• EVE
• ALPHA・SALUS
• MDV analyzer
• カンゴッチ＋(プラス) (Kango-ch+)
• ちょこつな (Choco-tsuna)
• カタナシ (Katana-shi)
• MDV analyzer Oncology
• MDV analyzer for Clinical Insight
• CADA2
• ポケットブレイン (Pocket Brain)
• MDV RWD insight
• MDV EBM Database Services

Products and services

• MDV Act Hospital management improvement application sold to DPC hospitals in Japan. It visualizes operational data to help hospital staff identify challenges and improvement points and supports optimal improvement strategies.
• MDV Act Link Real-time data utilization system that enables hospitals to leverage administrative and clinical data as it becomes available, supporting timely operational decisions.
• Medical Code Hospital management support system providing administrative and operational tools for hospital staff.
• EVE (DPC Analysis Benchmark System) DPC analysis benchmark system that allows hospitals to compare performance metrics against peer DPC facilities.
• ALPHA / SALUS (Health Checkup DX) Health checkup digital transformation system that modernizes medical examination and screening processes for hospitals and clinics.
• MDV analyzer (Hospital) Hospital-oriented medical data analysis tool that lets hospitals analyze patient counts, prescriptions and clinical practices from MDV data.
• KanGoch+ (Nursing Necessity Analysis) Nursing necessity analysis application that visualizes and analyzes 'severity, medical and nursing necessity' evaluation from multiple angles to support appropriate evaluation and benchmarking.
• Katanashi (Voice AI Documentation Tool) Voice AI tool that uses speech-to-text for medical documentation and data entry in hospital settings.
• Chokotsuna (MDV Community Site) Community site connecting MDV hospital users for networking and information sharing around MDV hospital products.
• MDV analyzer (Pharmaceutical) Web-based analytics tool for pharmaceutical and academic customers that analyzes patient counts, prescriptions and clinical practices across all therapeutic areas using MDV's database (annual subscription, full or therapeutic-area-scoped access).
• MDV analyzer for Oncology Oncology-specialized analytics tool for analyzing cancer treatment regimens and lines of therapy using MDV's database; sold on annual subscription with free trial to pharmaceutical and research customers.
• MDV analyzer for Clinical Insight Analytics tool supporting clinical research, publication, safety review and post-marketing study workflows for pharmaceutical and research customers; annual subscription with free trial.
• MDV RWD Insight Platform Real-world data platform providing access to one of Japan's largest hospital databases (62.42 million patients) for pharmaceutical research, clinical studies and market analysis, delivered via web-based analysis tools.
• MDV Ad Hoc Analysis Services Custom data analysis services that produce tailored aggregated reports and dataset extraction based on specific research criteria for pharmaceutical companies, research institutions and other enterprise customers.
• MDV DPS (Data Provision Service) Data provision services including ad hoc surveys, analysis reports and datasets supplied to pharmaceutical companies and research institutions.
• CADA2 Hospitalization expense and high-cost medical expense payment support service for individual patients.
• Pocket Brain (Medical Abbreviation App) Mobile medical abbreviation lookup application for healthcare professionals.

Quantifiable outcome

• 62.42 million actual patients in database as of May 2026
• +4 more outcomes

Named customers5 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Feature11 records

Partnerships

Three partnerships are on record, tiered core.

• DeSC HealthcarecoreStrategic or Co-development PartnerMDV partners with DeSC Healthcare for joint research initiatives. In 2026, the companies announced research plans for themes promoting national health enhancement, with MDV providing data support including无偿提供 (free provision) of data for approved research topics.
• Hospitals (DPC-designated)coreStrategic or Co-development PartnerMDV provides business support systems to DPC hospitals to collect and report administrative data. Upon hospital consent, MDV processes and anonymizes the data for use by pharmaceutical companies, medical device manufacturers, research institutions, and health insurance companies. This forms the core data partnership that enables MDV's database services.
• Health Insurance Societies and National Health InsurancecoreStrategic or Co-development PartnerMDV provides supplementary health insurance data from Health Insurance Societies and National Health Insurance to complement the hospital database, enabling comprehensive patient analysis across different insurance types.

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• JMDC (Japan Medical Data Center): JMDC is the most direct Japanese comparable: it builds and monetizes large-scale health insurance claims and medical checkup databases in Japan, selling RWD analytics to pharma, insurers, and academia using a subscription model similar to MDV's MDV analyzer offerings.
• Health Catalyst: Health Catalyst provides enterprise data and analytics platforms to hospitals and health systems for operational and clinical improvement—mirroring MDV's hospital-side software stack (MDV Act, EVE, Medical Code) while also serving analytics use cases.
• Definitive Healthcare: Definitive Healthcare aggregates provider, claims, and commercial intelligence data sold to medtech and pharma for go-to-market and market research—an adjacent but comparable healthcare-data-analytics subscription business model targeting similar enterprise buyers as MDV.
• Flatiron Health (Roche): Flatiron is the benchmark specialty RWD platform (oncology-focused) used by pharma for real-world oncology evidence and clinical decision support; MDV's MDV analyzer for Oncology is a direct functional analog for Japan-based oncology RWE work.
• Evidera (Thermo Fisher / PPD): Evidera monetizes real-world evidence, health economics, and outcomes research for pharma clients using curated datasets—closely comparable to MDV's MDV analyzer for Clinical Insight and ad hoc analysis services used in post-marketing and HEOR studies.

Emerging players

• Komodo Health: Komodo Health builds a software-and-data RWD platform (Healthcare Map) serving pharma and life sciences with patient-level journey analytics—an emerging RWD infrastructure comparable in model to MDV's analyzer platform, though at a US-centric scale.
• Truveta: Truveta is an emerging US health-system consortium pooling EHR-derived RWD for pharma and research use—a comparable model to MDV's hospital-consortium approach in Japan, but at an earlier stage and with US academic-medical-center partners.

Broad incumbents

• Oracle Health (formerly Cerner): Oracle Health combines hospital EHR/clinical data systems with a broader data and analytics portfolio serving providers and pharma; it is a broader incumbent but competes with MDV's hospital management solutions and analytics tools in the same buyer organizations.
• IQVIA: IQVIA is the global incumbent in clinical and real-world data for life sciences, offering pharma RWE, epidemiology, and outcomes analytics that overlap with MDV's offerings to Japanese pharmaceutical customers; both monetize large proprietary RWD assets via enterprise subscriptions.

Regional players

• DeSC Healthcare: DeSC Healthcare is a Japan-focused digital health company that partners with MDV on data-supported research under the Nippon Life umbrella; it overlaps with MDV in Japanese population-health and personal-health-record data use cases for insurers and consumers.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/channel/UCzojwcDudC1CXn4s140offA
• LinkedInlinkedin.com/company/medical-data-vision-co-ltd-

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds3 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments3 records

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Medical Data Vision