Bridging the Gap BetweenClinical Care and Medical Research.

MPIRIQ transforms unstructured health data into valid Real-World Evidence. We relieve medical staff at the point of care while accelerating scientific breakthroughs through interoperable data structures.

Ein Arzt und eine Wissenschaftlerin, Rücken an Rücken
Clinical Care
Practices, Clinics, Labs
Life Science
Pharma, Biotech, CROs
Why we do it

Medicine Already Knows More Than It Can Use.

Every day, an immense wealth of clinical knowledge is generated across thousands of clinics and practices. Diagnoses, lab results, and pathology reports hold the answers to the most pressing medical questions of our time. Yet, these valuable insights remain trapped in unstructured data silos.

We founded MPIRIQ because unused data isn’t just an administrative issue. It is the biggest bottleneck in modern medicine. Millions of patient visits generate invaluable longitudinal data daily. If we could standardize and correlate this data, patients would receive highly targeted treatments, and clinical development cycles would be drastically shortened.

The knowledge is already there. The bridge to research is missing. We are here to build it.

The reality today

The Tools Meant to Help Are Standing in the Way.

Digital solutions were promised to reduce workloads, but in real-world clinical settings, they only fragment data assets.

100+
Systems

Private practices, medical care centers, and clinics operate in isolation using incompatible systems. A structured, cross-system data exchange is virtually nonexistent.

+5 Million
Documents

Essential medical reports are locked in unstructured PDF formats. Manual processing drains valuable capacities that should be spent on patient care.

80%
Unused

A massive volume of treatment data exists, yet it remains completely inaccessible to medical research and evidence generation.

Our solution

Unlocking Existing Data. Without Replacing Infrastructure.

Completely overhauling the healthcare IT infrastructure would take decades and drain massive resources. We are not taking that path. Instead, MPIRIQ integrates as an intelligent, interoperable layer on top of existing systems. Running parallel to current Practice Management Systems and archives, our software automatically standardizes unstructured data and PDFs.

The Synergy: The exact moment we structure the patient file for the physician, saving them crucial time at the point of care, we simultaneously generate the foundation for tomorrow’s clinical research.

In · Raw documents
Doctor’s letter
PDF
Lab report
PDF
Handwritten note
Scan
Radiology image
DICOM
MPIRIQ
Engine
Extract
Structure
De-identify
x
in real time · at the source
Out 01 · For care
Structured patient history
x
x
x
x
straight into the doctor’s existing system
Out 02 · For research
De-identified data packages
Labs
Diagnoses
Pathology
Medication
research-ready · trustee-verified

The MPIRIQ engine extracts, structures, and de-identifies raw medical documents in real time.

Status quo

Not a Concept. A Working Network.

70
Connected locations
10+
Years of treatment history
200
Physicians in the network
1.0 M
Patient histories
5
Research partners

Founded in 2024, with 750 to 1,000 structured data points per patient across more than a decade of real-world care.

For care

Less Administration. More Medicine.

MPIRIQ solves the problem of fragmented patient data. The software automatically aggregates the daily flood of documents into a seamless, structured patient history within the physician’s familiar interface. Reports become readable, medical histories transparent, and registry exports error-free. We minimize bureaucratic overhead to shift the focus back to what matters most: the patient.

Structured patient histories, seamlessly integrated into familiar clinical workflows.
Automated preparation of discharge letters and repeating documents.
Intelligently linked diagnostic analysis, replacing chaotic PDF stacks.
100% Consent-Driven

Data processing for research purposes strictly requires explicit, legally compliant patient consent.

The Physician as Gatekeeper

Inclusion and exclusion criteria for clinical trials are matched automatically. The final validation and decision regarding trial participation remain entirely with the treating physician.

Scalable Real-World Evidence

Delivery of de-identified, highly structured data packages under the strictest adherence to maximum privacy standards.

For research

Direct Access to Real-World Evidence.

Streamlining clinical workflows at the point of care simultaneously opens the door to tomorrow’s evidence-based medicine. By providing research-ready, structured datasets, we unlock previously inaccessible data pools. For the pharma and biotech industries, this means a drastic reduction in time-to-market and a significant optimization of clinical development costs in the seven-figure range.

Our principles

Technological Utility Requires Absolute Trust.

Data security and regulatory compliance aren’t afterthoughts. They are the foundation of our system architecture.

Secure at the Source

Patient data is de-identified right at the point of origin. Research operates exclusively with structured insights, never with identities.

Zero Operational Overhead

MPIRIQ integrates seamlessly into existing clinical workflows without requiring complex software migrations or process changes.

Focus on Evidence

We do not replace medical expertise; we provide the data-driven foundation that empowers physicians to make informed, evidence-based decisions.

Our leadership team

A unique combination of expertise in Life Science, Healthcare and Business.

MPIRIQ unites deep clinical practice expertise with cutting-edge data science. We understand the pain points of daily clinical operations just as precisely as the complex data requirements of international research.

PD Dr. med. Markus Schuler
PD Dr. med. Markus Schuler
Founder
25+ years in care and research. Owner of an oncology practice and study center.
IVO, BNHO
Dr. Florian Schröder
Dr. Florian Schröder
Founder & CTO
PhD in Quantum Physics, University of Cambridge. Data scientist.
Boehringer Ingelheim, wellster, University of Cambridge
Markus Haug
Markus Haug
Founder & CEO
20+ years in leadership, company building and consulting.
FlixBus, wellster, McKinsey & Company
Christoph Koller
Christoph Koller
VP Product & Innovation
13+ years in digital innovation and AI-driven product development.
Audi, valantic, NTT Data
Ian Rentsch
Ian Rentsch
Chair, Scientific Advisory Board
25+ years in biopharma, real-world data and healthcare innovation.
Fortrea, IQVIA, Centogene
Dr. Ing. Andreas Walter
Dr. Ing. Andreas Walter
Chief Platform & Data Officer
Built global data pools for research and industry, holds several patents in this sphere.
Clinerion, KIT, TriNetX

The data is already there.It is time to use it effectively.

For the doctor who wants to spend less time on documents and more time on patients. For the patient who deserves care built on the full picture. For the research that could move faster if it could only see. We are building the bridge between care and life science, quietly, securely, and without asking anyone to start over.

Care meets research

Your Data. Your Contribution.

More time for your patients. And a contribution to research, if you choose.