Onyx
Radiology intelligence
Research in chest screening, paediatric fractures, and musculoskeletal imaging.
Explore OnyxSPECIALIST AI FOR MEDICINE
AI models for
clinical medicine.
Proudly incubated at IIM Jammu (IIMJ)Specialist AI for radiology, retinal imaging, acoustic signals, and MRI reconstruction. Built for clinician review.
MODEL FAMILIES
Four families. One focus: medicine.
Each family focuses on a different medical signal.
Opal
Retinal intelligence
Retinal imaging research, starting with diabetic retinopathy grading.
Explore OpalSona
Acoustic intelligence
Acoustic research, starting with exploratory cough-based TB triage.
Explore SonaFlux
MRI reconstruction
Research into reconstructing clear brain MRI images from faster, partially sampled scans.
Explore FluxEXPERIENCE VESSEL VISION
For clinicians and developers.
AI access is not available yet. Register your beta interest.
SAFETY & ALIGNMENT
Evidence before assertion.
Explore reported benchmarks, model limits, and clinical research.
Built to support clinicians and the decisions they make.Task-specific metrics
Metrics are meaningful only within their task and evaluation context.
Visible model limits
Every model card defines its intended inputs and limitations.
Hospital pilot validation
Explore the reported SightDx pilot at Sachdeva Netralaya, Jammu.
COMPANY & PLATFORM
Common questions.
What is Vessel Vision?
Vessel Vision Pvt Ltd is a medical AI company incubated at IIM Jammu (IIMJ). We develop specialist models for medical imaging and diagnostic signals, with qualified clinical review at the centre of our work.
Who leads Vessel Vision?
Brij Nandan Dogra is the Founder and Chief Executive Officer of Vessel Vision Pvt Ltd. He leads the company's medical AI research and institutional partnerships. Vessel Vision is incubated at IIM Jammu (IIMJ), recognised under DPIIT Startup India, and is an x42 portfolio company.
Which medical AI families are being developed?
Onyx covers X-ray radiology research, Opal covers retinal imaging research, Sona covers acoustic biosignal research, and Flux covers brain MRI reconstruction research. Each model card describes its intended task, reported evidence and limitations.
Are Vessel Vision's models approved for clinical use?
No regulatory approval is claimed. The models are research previews with team-reported results, and each model card states its evidence source and limitations. Any future clinical use requires task-specific validation and review by a qualified clinician.
Can hospitals partner with Vessel Vision on research?
Yes. Hospitals and clinics can propose research collaborations through the hospital partnerships page. Each collaboration requires an agreed research scope, de-identification before any data transfer, institutional ethics committee approval and signed terms.
Can I use the website to diagnose a patient?
No. AI inference and patient study uploads are not connected. The public site is collecting beta interest and does not provide diagnostic services. It must not be used for diagnosis, treatment or emergency decisions.
How do I contact the company?
Contact connect@vesselvision.in for research partnerships, platform support, privacy requests and billing enquiries.
How can I join the beta program?
Register your interest at /beta. Joining does not create an account, guarantee an invitation or launch date, provide AI access, or require payment. We will contact you if a suitable beta opportunity becomes available.