Trust AI wires VELMENI’s FDA-cleared dental AI directly into Isaac PracticeOS
— turning radiographs your practice already took into documented, reviewed, submitted claims.

SAN FRANCISCO, Sept. 8, 2026 /PRNewswire/ — Trust AI today announced a native integration between VELMENI, the FDA-cleared dental artificial intelligence platform, and Isaac PracticeOS, the AI-native practice management system. The integration brings VELMENI for DENTISTS (V4D) 2D/3D radiographic analysis directly inside Isaac’s $2 million RCM Hub, where autonomous agents assemble and defend insurance claims around that radiographic evidence

Dentistry has had AI on the wall for years. It reads the film, it draws a box, and then a human being copies the findings into a claim form. Everything after the diagnosis is still manual.

Everything after the diagnosis is where the money leaks. Isaac closes that gap.

When a dentist confirms a VELMENI finding, Isaac’s agent swarm goes to work immediately. It knows which images each payer wants. It knows which narrative language that payer accepts. It knows which code the finding supports and which supporting radiograph must accompany it.

The claim is assembled and documented before the appointment is over.

Then a human reads it. Every claim built by Isaac is reviewed by a licensed dentist and a billing specialist before it goes out the door. The agents do the work. A person signs off.

No copying. No re-keying. No claim sitting in a queue for nine days waiting for someone to find the bitewing.

“Every practice management system on the market is a filing cabinet with a scheduler bolted to the front. Isaac is not a filing cabinet. Isaac is a workforce. We evaluated the radiographic AI market carefully, and VELMENI produced the read we trusted most. So we did not park it in a sidebar and call it an integration. We wired it into the bloodstream. The dentist makes the diagnosis. Our agents carry the evidence all the way to the payer and do not let go. That is what the most powerful practice management system in the world looks like, and we are done being modest about it.”

— Dr. Bernard Casse, CEO and Co-Founder, Trust AI

VELMENI holds FDA 510(k) clearance for AI-assisted detection on bitewing, periapical, and panoramic radiographs and received recent clearance in July 2026 for 3D CBCT analysis.

The integration is already recovering money practices knew they were owed from claims that never made it out the door.

At Desert Dream Dentistry and Spa in Palm Desert, California, months of completed treatment sat unbilled. The practice had earned that revenue and had been trying to get to it. At this advanced AI-enabled dental practice led by Dr. Kianor Shah, DMD, MBA, emerging technologies are actively evaluated and integrated across clinical and administrative workflows. Dr. Shah— a dentist, healthcare entrepreneur, founder of Global Summits Institute, and leader in clinician-led healthcare AI initiatives—has emphasized that meaningful AI adoption requires both powerful automation and accountable human oversight.

That principle came to life in this case. Isaac PracticeOS and VELMENI combined AI-driven radiographic analysis with agentic workflow automation to go beyond simply identifying missed treatment. Isaac went back to the original dates of service, ran the archived radiographs through VELMENI, identified previously unbilled treatment, rebuilt the clinical documentation those claims should have included from the start, organized the supporting radiographic evidence, and prepared the claims for dentist and billing review. Once reviewed, they were submitted in a single batch.

The treatment had been delivered. The radiographs had been taken. The evidence had been sitting in the chart the entire time. The problem wasn’t whether the revenue existed: it was that nobody had the hours to turn what was already documented into claims.

This is where AI moves beyond detection to operational execution: finding what was missed, reconstructing what was needed, organizing the evidence, and moving the work forward while keeping the dentist and billing team accountable for final review.

“That was revenue I knew I had earned and could not reach. Isaac went back through the dates of service I had been chasing for months, read the radiographs, and rebuilt the documentation those claims should have had from day one. I have spent two years telling this industry that AI in dentistry needs governance, so understand what actually convinced me. It was not the AI. It was that a dentist and a biller read every single claim before it left. The machine does the work. A human still puts their name on it.”

• Dr. Kianor Shah, DMD, MBA, Founder, Desert Dream Dentistry & Spa

“We built VELMENI to give dentists a second set of eyes they could trust completely. Isaac is the first platform I have seen that does something more with that read than display it. Bernard’s team did not just surface our findings — they operationalized them. Our AI reads the radiograph, the clinician confirms it, and Isaac’s agents carry that documentation straight through to the payer.”

• Mini Suri, CEO and Co-Founder, VELMENI

The economics are the second headline.

A practice buying imaging AI, a billing service, and a practice management system separately is writing three checks and reconciling three systems that were never designed to speak to each other. Isaac collapses that into one. VELMENI sits within a platform that already includes RCM Hub — Trust AI’s revenue cycle operation, staffed with career billers, a dedicated call center, and licensed dentists who review clinical narratives before submission — at $299 per month.

The AI reads the film. The agents build the claim. The humans catch what the agents miss. The practice gets paid.

Isaac PracticeOS is built and maintained by Trust AI, whose clinical AI platform, Isaac OneHealth, is trusted by nearly 10,000 practitioners and is one of only two AI systems to have achieved a perfect USMLE score.

The VELMENI integration is available to Isaac PracticeOS practices today.

Practices can request access at www.trustdentistry.ai

About Trust AI

Trust AI is a San Francisco–based dental artificial intelligence company building Isaac, the AI native operating system for dentistry. Isaac PracticeOS unifies practice management, clinical intelligence, patient communication, and revenue cycle management into a single agentic platform. Isaac OneHealth, the company’s clinical AI, is trusted by nearly 10,000 practitioners. Learn more at www.trustdentistry.ai.

About VELMENI

VELMENI is a global dental artificial intelligence company, headquartered in Silicon Valley, whose FDA-cleared platform analyzes 2D and 3D dental imaging to assist clinicians in detecting findings that are difficult to identify by visual review alone. VELMENI One is the dental industry’s unified AI platform integrating 2D and 3D imaging, claims automation, and voice capabilities — all in one place VELMENI integrates with existing practice management and imaging systems. Learn more at velmeni.ai.

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SOURCE Trust AI