Oncology Med Bot
Answers patient questions around the clock and files a structured history to the doctor's dashboard.
Explore Oncology Med Bot
Healthcare AI · Pathology · Documentation · Pharma
Detect earlier. Decide faster. Care better.
Healthcare AI platform for pathology, clinical notes and patient engagement
PRR.AI is a healthcare AI company. It builds four products: Oncology Med Bot for patient engagement, Computer Vision AI for digital pathology, CareLinq AI for ambient clinical documentation, and Pharma Marketing AI for pharmaceutical field teams.
HL7 and FHIR interfaces · HIPAA-aligned access controls and audit logs
Built for
- Pathology laboratories
- Hospital systems
- IVF and fertility clinics
- Pharma commercial teams
Research and technology partners
The platform
One platform across the care continuum
Four intelligence systems that extract signal from the data your teams already generate, and turn it into action at the point of decision.
PRR.AI builds four healthcare AI products on one platform. Oncology Med Bot is an AI patient engagement platform that answers patient health questions, collects symptoms and summarises the history into the doctor's dashboard. Computer Vision AI is a digital pathology AI platform, and it includes NuGleason, a Gleason grading tool for prostate cancer, and PathVu, a whole slide image viewer. CareLinq AI is an AI medical scribe that turns doctor and patient conversations into structured notes and discharge summaries. Pharma Marketing AI is a pharma sales enablement tool that coaches medical representatives before, during and after a call.
All four connect over HL7 and FHIR. Access is controlled by role, and every action is written to an audit log. PRR.AI products support clinicians. They do not replace clinical judgement.
Computer Vision AI
Digital pathology AI for detection and grading on whole slide images, plus IVF embryo scoring.
Explore Computer Vision AICareLinq AI
An ambient medical scribe that turns consultations into structured notes and discharge summaries.
Explore CareLinq AIPharma Marketing AI
Briefs, supports and coaches medical representatives before, during and after every call.
Explore Pharma Marketing AI
The platform
What the workflow actually looks like
Case management, slide review and AI analysis in one place, rather than a scanner in one system and a viewer in another.
Flagship products
Purpose-built for the hardest calls in medicine
NuGleason and PathVu are named products within Computer Vision AI, each with its own dedicated page.
Digital pathology
NuGleason
Gleason grading for prostate cancer on whole slide images, with heatmaps and standardised reports.
NuGleason: Gleason grading AI softwareWhole slide imaging
PathVu
The microscope in the browser, with annotations, multiview comparison and remote collaboration.
PathVu: whole slide image viewerHospital discharge
Discharge Summary AI
Builds a structured discharge summary from handwritten notes, scanned PDFs and hospital systems.
Discharge summary automation
Why PRR.AI
Enterprise-grade from the first deployment
Built for the security, interoperability and scale that regulated healthcare demands.
Cloud and scalable
Secure, real-time data access with high availability and disaster recovery.
HIPAA-aligned controls
Encryption, access controls, audit logs and regular security updates.
EHR integration
APIs plus HL7 and FHIR for interoperability with major healthcare systems.
Customisable
Modular features that scale from a single clinic to a hospital network.
Clinician in the loop
A clinician reviews the output. The tool never files a note or a grade on its own.
4
Products on one platform
HL7 / FHIR
Interface standards supported
3
Data-protection regimes addressed: HIPAA, GDPR, India DPDP
100%
Clinical output reviewed by a clinician before it is filed
Questions
Frequently asked questions
What is PRR.AI?
PRR.AI is a healthcare AI company. It builds four products: Oncology Med Bot for patient engagement, Computer Vision AI for digital pathology, CareLinq AI for ambient clinical documentation, and Pharma Marketing AI for pharmaceutical field teams.
What is NuGleason?
NuGleason is a Gleason grading tool for prostate cancer from PRR.AI. It applies AI to whole slide images for prostate cancer detection and grading, and returns heatmaps, Gleason scores and standardised reports to the pathologist. NuGleason is recognised under the NCG CATCH grant programme.
What is PathVu?
PathVu is a cloud whole slide image viewer from PRR.AI. It recreates the microscope experience in a secure browser-based viewer, supporting annotations, multiview comparison, real-time remote collaboration and AI overlays.
Does PRR.AI integrate with our EMR?
Yes. PRR.AI products connect through APIs and HL7 and FHIR interfaces, and support ABDM for deployments in India. Pathology deployments also interface with the laboratory information system and the image store.
Bring your interface list to the demo and we will map it against what is already built.
How does PRR.AI handle HIPAA, GDPR and the India DPDP Act?
PRR.AI runs HIPAA-aligned controls: encryption, role-based access controls, audit logs and regular security updates. Deployments in the European Union are configured for GDPR, and deployments in India for the Digital Personal Data Protection Act.
Data residency is configured per deployment. Ask for the current compliance pack and the data-flow diagram during the demo.
Can PRR.AI replace a pathologist or a doctor?
No. Every PRR.AI product keeps a clinician in the loop. The pathology tools are decision support with real-time error correction by the pathologist, not stand-alone diagnostic devices, and the documentation tools produce notes that the treating clinician reviews and signs. Regulatory status differs by product and by market, so ask us for the current position for yours.
Who reviews the medical content on this site?
A named clinician reviews every medical claim on prr.ai before it is published, and each clinical statement carries a citation to its source. Product pages state the regulatory status of the product.
Editorial and clinical review
Every medical claim on this site is reviewed by a clinician
Bad health information hurts the reader, so health content is held to a higher standard than other content. We meet it in public. Four rules govern everything published on prr.ai.
- A clinician reviews every medical claim before it is published.
- The author is named, with credentials shown.
- Every clinical statement cites its source.
- Every product page states that product's regulatory status.
Medical and technical leadership listed publicly on prr.ai:
- Dr. Chandan Kumar
- Dr. Vivek Gupta
- Dr. Amit Sethi
- Dr. Manoj Vats
- Dr. Amrik Shah
One platform. Four products.
See PRR.AI on your data
Bring a workflow, an interface list and a compliance question. We will show you what the platform already does and what it would take to fit yours.
Request a demo