The AI co-pilot that reads dental X-rays in seconds, catches what dentists miss, and automates the paperwork they dread.
VELMENI, from the Icelandic "vel meni" - meaning robot. Name confirmed, mission enormous.
Picture a dental practice in the middle of a busy Tuesday. Twelve patients, thirty X-rays, one dentist. The images load, the cursor moves. In the back of the dentist's mind, a fact nobody talks about out loud: roughly one in three dental problems is genuinely hard to see. Shadows on shadows. Bone loss that only becomes obvious in retrospect.
Now picture a second set of eyes. Faster than any associate, cheaper than a specialist, available the moment the X-ray uploads. That second set of eyes is VELMENI - an AI platform built for dentistry that reads radiographs in real time, annotates findings, validates 3D scans, chases insurance claims, and even shows patients their own teeth inside a VR headset.
VELMENI is not trying to replace dentists. It is trying to make sure no dentist ever has to guess alone again.
Dentistry has a detection problem nobody advertises. Studies consistently show that experienced clinicians miss hard-to-see pathologies roughly one-third of the time - early cavities hiding under restorations, bone loss that doesn't yet hurt, periapical lesions that don't announce themselves until the patient is back in the chair six months later with a worse prognosis.
The problem isn't skill. It's bandwidth. A dentist in a busy practice spends seconds, not minutes, reviewing each image. The eyes are good. The time is not. Add the cognitive load of documentation, insurance pre-authorizations, and treatment planning, and you have a system where the most important step - looking carefully - gets the least runway.
"A third of dental problems are difficult to detect with the naked eye."
- VELMENI, company mission statementThen there's the claims side. Dental insurance claim denials cost US practices an estimated billions in lost reimbursements annually - not from fraud, but from missing documentation, incorrect codes, and diagnoses that weren't corroborated by the imaging record. The paperwork fails patients and practices alike.
Mini Suri did not arrive in dental AI by accident. Her father's stage IV brain cancer was missed on an initial X-ray scan. That experience - the particular horror of a finding that was there, had a reader known where to look - turned into the question that eventually became VELMENI: what if the machine never blinked?
Suri brought to the company a career spent at the intersection of technology and scale: Chief Customer Officer at KORE.ai, head of Intelligent Automation at Uber, Senior Vice President at Citi, MBA from MIT Sloan. Her co-founder, Dr. Arvin Oberai, brought what the algorithms ultimately depend on: clinical credibility. As Chief Dental Officer, he leads R&D, data acquisition, and the annotation work that makes AI actually accurate rather than just confident.
Former SVP at Citi, head of IA at Uber, CCO at KORE.ai. MBA from MIT Sloan. Built VELMENI after a missed diagnosis changed her family's life - and decided a billion people deserved better odds.
The clinical backbone behind VELMENI's AI. Leads research, development, and the annotation guidance that makes the models work - "for dentists, by dentists" is his department.
The company was founded in 2020, seeded by StrongHer Ventures, TiE Angels, AWE Funds, Guindy Alumni Angels, and Arise Ventures, with offices in Silicon Valley and Orlando - the latter a deliberate choice to tap UCF's Computer Vision lab and talent pipeline.
VELMENI didn't build a single AI tool. It built a stack - each product designed to address a different failure mode in how dental care actually gets delivered.
Analyzes bitewing, periapical, and panoramic X-rays. Detects caries, bone loss, restorations, implants, and more in seconds.
FDA ClearedAI-powered CBCT analysis for treatment planning, anatomical mapping, and surgical guidance.
First AI to validate CBCT scans in real time. Up to 60% of 3D scans contain errors - 3D Verify catches them before they become wrong treatments.
New 2025Web-based CBCT interpretation and automated anatomical report generator. Simplifies one of dentistry's most documentation-heavy tasks.
Voice-activated periodontal charting. No more hunting-and-pecking during exams.
AI-validated claim submissions. Fewer denials, faster reimbursements, less manual re-work for front-office staff.
Free AI second opinion on any dental radiograph, for any US licensed practitioner. Upload, analyze, decide.
FreeImmersive patient education using 3D/CBCT visualization. Patients walk through their own scan before agreeing to treatment.
"I have a smart clinical co-pilot with me in the room!"
- VELMENI customer dentistBefore FDA clearance, VELMENI ran one of the more rigorous beta programs in dental AI. More than 1,300 dentists used the product in real clinical settings. Over 90% said they would adopt it. That's not a marketing survey. That is the signal you build a company on.
The FDA 510(k) clearance, received September 3, 2024, came after VELMENI already held regulatory clearances in Canada (MDEL) and New Zealand (MEDSAFE). The FDA milestone made it official in the world's most scrutinized market - and made VELMENI the first dental AI cleared specifically for panoramic X-ray pathology detection.
On the clinical side, a board of 50+ dentists contributed to the platform's development, providing data annotation guidance and validating detection performance across the full range of radiograph types VELMENI supports. The product is not trained on abstract datasets. It is trained on real dentistry.
"Finally I have an AI that works with panoramic radiographs!"
- Dr. Pedram Eli Mastour, DDS, VELMENI beta participantThe advisory board expanded in 2024 to include Dr. Edward Zuckerberg, a pioneer in digital dentistry - the kind of addition that signals a company is being taken seriously by people who have watched dentistry change for decades.
The addressable market VELMENI cares about isn't the 200,000 dental practices in the United States. It's the billions of people in underserved regions who have never had access to a dentist sophisticated enough to catch what's coming before it becomes catastrophic. Mini Suri has said it plainly: the goal is to be "that unicorn company that delivers affordable, high-quality dental care to a billion people around the world."
That sounds grand. The mechanism is specific. If VELMENI's AI can make every dentist as accurate as the best-trained specialist, and if it can automate the paperwork that currently makes practices economically fragile, then the cost of high-quality dental care starts to drop. The barriers to access start to compress. The detection that only exists in wealthy markets today becomes standard everywhere.
"To be that unicorn company that delivers affordable, high-quality dental care to a billion people around the world."
- Mini Suri, Co-Founder & CEO, VELMENIOral health is chronically underfunded as a category of serious medicine. Yet the connections between dental disease and systemic conditions - cardiovascular disease, diabetes, respiratory illness - are well-documented. The mouth is not separate from the body. Neglecting it at the diagnostic level has consequences that show up elsewhere in the healthcare system.
VELMENI's bet is that AI, applied rigorously to dental radiology, can close a detection gap that has persisted not because dentists are careless but because the volume of images, the time pressures of practice, and the complexity of 3D anatomy are problems that computers solve better than any human working alone.
In 2025, with the platform deployed across 500+ practices in 50+ countries, the bet is looking reasonable. The FDA clearance put a regulatory stamp on the detection accuracy. The 1,300-dentist beta put a clinical stamp on the real-world usability. The VR tools and claims automation show a company thinking past diagnostics toward the full lifecycle of a patient encounter.
Back to that busy Tuesday. Twelve patients. Thirty X-rays. One dentist.
The radiograph loads. VELMENI highlights a shadow near the second premolar that the dentist's eye had already passed over. It isn't dramatic. There's no alarm. Just a small annotation, a confidence score, a prompt to look again.
The dentist looks. Agrees. Marks it for treatment. The patient gets the conversation they needed.
Multiply that by 500 practices. Multiply it by 50 countries. Multiply it by the billion people Mini Suri has in mind. That's the size of the problem VELMENI decided to solve.