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

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.
Digital solutions were promised to reduce workloads, but in real-world clinical settings, they only fragment data assets.
Private practices, medical care centers, and clinics operate in isolation using incompatible systems. A structured, cross-system data exchange is virtually nonexistent.
Essential medical reports are locked in unstructured PDF formats. Manual processing drains valuable capacities that should be spent on patient care.
A massive volume of treatment data exists, yet it remains completely inaccessible to medical research and evidence generation.
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.
The MPIRIQ engine extracts, structures, and de-identifies raw medical documents in real time.
Founded in 2024, with 750 to 1,000 structured data points per patient across more than a decade of real-world care.
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.
Data processing for research purposes strictly requires explicit, legally compliant patient consent.
Inclusion and exclusion criteria for clinical trials are matched automatically. The final validation and decision regarding trial participation remain entirely with the treating physician.
Delivery of de-identified, highly structured data packages under the strictest adherence to maximum privacy standards.
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.
Data security and regulatory compliance aren’t afterthoughts. They are the foundation of our system architecture.
Patient data is de-identified right at the point of origin. Research operates exclusively with structured insights, never with identities.
MPIRIQ integrates seamlessly into existing clinical workflows without requiring complex software migrations or process changes.
We do not replace medical expertise; we provide the data-driven foundation that empowers physicians to make informed, evidence-based decisions.
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.












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