Overjet Review (2026)

Here is a fact most dentists don't know about the AI reading their X-rays: some of the biggest names in dental insurance got there first. Guardian began running Overjet's AI inside its claims review back in 2019, and the company has since named MetLife and Humana among its payer partners. So when your practice submits a crown with an Overjet-annotated radiograph, there is a reasonable chance the reviewer on the other end is looking at output from the same underlying technology. That two-sided position — chairside AI for providers, claims AI for payers — is what makes Overjet unlike anything else in dental software.

Overjet competes in the diagnostic AI category with Pearl and VideaHealth, and all three have earned FDA clearances and real clinical followings. But Overjet's ambition is broader than detection overlays: it now spans AI-native imaging software, automated insurance verification, voice-powered clinical documentation, and enterprise analytics, with some of the largest dental support organizations in the country rolling it out across hundreds of locations.

What Is Overjet?

Overjet is a dental AI platform founded in 2018 by computer scientists from MIT and dentists from Harvard, incubated at the Harvard Innovation Labs. CEO Wardah Inam has built the Boston-based company into what is widely described as the best-funded pure-play dental AI business: it has raised more than 130 million dollars across four rounds, most recently a Series C led by March Capital in March 2024 at a reported valuation north of half a billion dollars, with General Catalyst, Insight Partners, and Crosslink Capital among earlier backers.

What began as radiograph analysis has grown into four product pillars:

• Vision AI — FDA-cleared detection and quantification on X-rays: caries, calculus, periapical radiolucencies, and bone-level measurements, rendered as color-coded overlays
• IRIS — a full AI-native imaging suite designed to replace traditional imaging software, not just sit on top of it
• Insurance Verification and claims tools — automated eligibility and benefits checks across 300+ payers, plus ReviewPASS for faster claim-approval confirmation
• Overjet Voice — voice-powered perio charting and clinical documentation, added through the company's acquisition of DentalBee

The distinctive part is the customer list on the other side of the claim. Overjet reported 15 major dental carriers as customers as far back as 2021, covering more than 53 million insured Americans — a figure its later communications put at over 75 million. Guardian was the first national carrier to integrate Overjet into claims processing, and the company's Dental Clarity Network initiative counts MetLife, Humana, and Guardian alongside provider groups like Dental Care Alliance and North American Dental Group as founding partners. No other dental AI company operates at that scale on the payer side.

Key Features

Vision AI: FDA-Cleared Detection and Quantification

Overjet's clinical core is its detection engine. The company earned what it describes as a dental industry first in 2021, when its Dental Assist software was FDA-cleared to measure mesial and distal bone levels on bitewings and periapicals — not just flag disease, but quantify it as a percentage against root length. Caries detection followed in 2022 and was expanded to periapical radiographs in 2023, alongside calculus detection and periapical radiolucency identification. A charting-focused clearance added automated detection of restorations, implants, endodontic treatment, and tooth numbering.

In practice, that means every X-ray gets an annotated read: decay outlined, calculus flagged, bone loss measured in numbers a patient can see. Practices consistently report that the quantified bone-level measurement is the standout — it turns a subjective perio conversation into an objective one, and it standardizes diagnosis across providers, which is precisely why large groups mandate it.

In December 2025 the company announced FDA clearance for CBCT Assist, its tenth clearance by its own count, extending the platform into 3D: automatic segmentation and labeling of anatomy in cone-beam scans, periodontal bone levels in 3D, airway measurements, and tooth-to-nerve or tooth-to-sinus distances for surgical planning.

IRIS: AI-Native Imaging Software

Most dental AI products layer on top of whatever imaging software a practice already runs. IRIS takes the opposite approach: it is a full imaging suite — capture, storage, enhancement, and analysis — with the AI built in. It is sensor-agnostic, works with intraoral cameras and pano machines, keeps images viewable offline, and includes unlimited cloud storage in place of per-gigabyte fees.

The headline capability is image enhancement. Overjet earned an FDA clearance in 2024 for AI-powered enhancement of low-quality radiographs — the company describes itself as the first dental AI platform cleared to enhance images — sharpening blurry or noisy X-rays while preserving diagnostic detail. For groups tired of maintaining on-premise imaging servers, consolidating imaging and AI into one cloud product is a genuinely different pitch than another overlay subscription, and it is the product driving some of Overjet's largest announced rollouts: North American Dental Group across 240+ practices and Mortenson Dental Partners across 147.

Insurance and Claims AI: Both Sides of the Transaction

This is the section that separates Overjet from every other tool in the category — and the reason this review matters for any practice frustrated with verification and claims work.

On the practice side, Overjet's Insurance Verification connects to more than 300 payers (company-reported) through direct data feeds and automated portal retrieval, then returns code-level benefit breakdowns: frequency limits, coverage percentages, downgrades and alternate benefits, missing tooth clauses, and service history. Verifications run automatically days before the appointment, and the company reports that a full day's patient list can be verified in seconds — replacing what it estimates at 20 to 40 front-desk hours per week of phone calls and portal logins. Onboarding is white-glove and, per the company, takes about a week.

On the payer side, insurers use Overjet for utilization review and claims consistency — the company reports its AI cuts administrative review work by as much as 90 percent and speeds claim decisions several-fold. The practice-facing benefit of that payer adoption is alignment: when the provider and the reviewer look at the same objective measurements, documentation disputes narrow. ReviewPASS, offered first to DSO partners, aims to confirm claim approvals for hundreds of common procedures upfront, so patients and providers know where they stand before treatment rather than weeks after submission.

For practices evaluating AI-driven insurance workflows as a category, this dual footprint is Overjet's structural advantage: it is not guessing at what payers want to see on a claim — it powers review on the other side.

Overjet Voice: Documentation Without the Keyboard

Overjet acquired DentalBee to add voice AI, now shipping as Overjet Voice: hands-free perio charting, voice-generated clinical notes, referral letters, and visit summaries that sync with the patient record. It reached general availability in early 2026, and North American Dental Group announced plans to deploy it across 216 locations. Paired with the imaging AI, the pitch is a unified clinical record — diagnosis, documentation, and analytics from one vendor — with structured notes that support cleaner claims and audit-ready records.

DSO and Practice Analytics

Overjet's analytics layer gives multi-location groups visibility from the portfolio level down to the individual provider: treatment patterns, diagnostic consistency, case acceptance, and coaching opportunities. The company reports customers seeing meaningfully higher care acceptance after rollout — its DSO materials cite figures like 25 percent — though, as with any vendor-reported outcome, results vary by practice and depend on how fully teams adopt the workflow. For solo practices, the same engine powers a lighter set of daily-huddle and patient-level insights.

Integrations

Overjet is cloud-based and browser-accessible, integrating with major practice management systems and imaging hardware rather than replacing the PMS. IRIS is deliberately sensor-agnostic, and implementation includes analyzing up to 12 months of historical X-rays so the AI is useful on day one rather than starting from an empty archive. On the revenue-cycle side, the 300+ payer connections are the integration story. One planning note: Overjet publishes less public detail about specific PMS compatibility than some competitors, so confirm your exact stack — especially older on-premise imaging setups — during the demo.

Security and Compliance

Overjet is HIPAA-compliant and holds both HITRUST and SOC 2 certifications — a stronger third-party security posture than most tools in the category publish, and consistent with a company that also has to satisfy insurance-carrier security reviews. Deployment is cloud-based, which keeps PHI off local servers and simplifies multi-site governance.

What Users Actually Say

Overjet's public review footprint on software marketplaces is thin relative to its market presence — a handful of listings rather than hundreds of ratings — so the most useful signal comes from practitioner forums, peer-reviewed studies, and the scale of its announced rollouts.

The consistent praise centers on the bone-level measurement and diagnostic standardization. Dentists describe using it as a reliable second read on radiographs, particularly for perio, and office teams highlight the insurance-side tooling — verification, claim documentation, and faster pre-approvals — as the features that pay the bills. A peer-reviewed validation study of its periodontal AI reported sensitivity between 82 and 100 percent and specificity between 89 and 96 percent across disease severities, on par with a general practitioner's radiographic read. DSO leadership is the most enthusiastic constituency: executives at North American Dental Group and Mortenson have publicly framed their rollouts as trust and consistency plays.

The constructive criticism follows familiar dental AI themes. Some clinicians find the on-screen overlays visually busy and prefer a more streamlined chairside presentation for patient conversations — an area where Pearl often earns the style points in head-to-head discussions. Others apply healthy skepticism to caries and radiolucency flags at the margins, noting the AI can over-flag early-stage findings that a clinician would watch rather than treat; that pattern shows up in the validation literature too, where flagging is deliberately sensitive at mild severities. And a recurring practical note: the 12-month agreements and custom quotes mean smaller offices have to commit with less flexibility than month-to-month tools offer. None of these dominates the conversation — the same threads that raise them also describe multi-year, multi-product deployments — but they are the right questions to bring to a demo.

On the Overjet-versus-Pearl question specifically, practitioner consensus is refreshingly even-handed: both are FDA-cleared and clinically credible, Pearl tends to win praise for chairside polish and patient-facing visuals, and Overjet tends to win on breadth — insurance workflows, enterprise analytics, and the payer-side alignment no one else has. Practices choose based on what they need the AI to do beyond detection.

Who Is Overjet Best For?

Great fit

• DSOs and multi-location groups that want one AI platform for imaging, diagnostics, documentation, and revenue cycle — with portfolio-level analytics and provider standardization
• Practices drowning in verification work, where automated eligibility across 300+ payers and code-level breakdowns can hand hours back to the front desk every week
• Perio-focused and documentation-heavy practices that benefit from quantified, objective bone-level measurements on every radiograph
• Groups replacing traditional imaging software, where IRIS consolidates capture, storage, enhancement, and AI in one cloud product
• Insurance-heavy practices that want their clinical documentation speaking the same language payers use in review

May want to compare

• Solo practices wanting a focused diagnostic overlay — a lighter tool like Pearl or VideaHealth may cover the need without the enterprise platform
• Budget-driven buyers who prefer month-to-month flexibility over annual agreements and custom quotes
• Practices prioritizing chairside presentation aesthetics for patient education, where competing interfaces draw stronger reviews
• 3D-first specialty workflows — Overjet's CBCT clearance is new, so oral surgery and implant-heavy practices comparing mature 3D tooling should evaluate Diagnocat alongside it