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Pearl vs. Overjet: Which dental AI is best for your practice?

Pearl Team

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October 2, 2025

Technology
Clinical

Key Takeaways

  • Pearl is the only dental AI independently validated by a third party. Pearl's detection has been independently validated to 94% accuracy across more than 100,000 verified cases; a clinical credibility benchmark Overjet does not match.3
  • Pearl offers a broader, integrated ecosystem for the whole practice. You get clinical AI, business intelligence, eligibility and claims tools, and lab workflow products in one platform, including Second Opinion®, Practice Intelligence®, Precheck™, Claimcheck™, and capabilities for scan quality and margins.3,9-12
  • Pearl leads on 3D/CBCT capability under FDA clearance. Pearl combines FDA-cleared 2D radiographic analysis with automated 3D CBCT anatomical segmentation, while Overjet’s public FDA clearances are in 2D, including bone level measurement, caries detection, and periapical radiolucency (PARL).4-8,13‍
  • Administrative automation and lab workflows are part of Pearl’s scope. Precheck™ and Claimcheck™ address eligibility and claim submission optimization, and Pearl provides tools that support restorative workflows; Overjet’s materials emphasize provider analytics and educational content around operations.2,10-12,14

Dental AI now sits at the center of how you improve diagnostic consistency, streamline case presentation, and operate more efficiently. As you evaluate platforms, Pearl and Overjet will likely be on your shortlist. Both are active in chairside AI, and both discuss practice operations and planning in their materials.1-3

A key clinical distinction is regulatory scope. Pearl holds FDA clearance for 2D radiographic analysis and for 3D CBCT anatomical segmentation, whereas Overjet’s public clearances address 2D capabilities such as bone level measurement and caries detection. If you anticipate more CBCT-driven workflows in implant, ortho, or oral surgery, that 3D distinction may influence your choice.4-8

Pearl: An integrated ecosystem for smarter dentistry

Pearl is positioned to support the full practice workflow. Second Opinion® provides FDA-cleared analysis for 2D radiographs and extends to 3D CBCT anatomical segmentation,1,4,5, bringing AI assistance to advanced imaging. Practice Intelligence® connects clinical insights with practice data to surface care opportunities.3

The clinical foundation under all of it is evidence. Pearl is the only dental AI independently validated by a third party to 94% accuracy in detecting dental disease, a benchmark established across a training and validation base of more than 100,000 verified cases.3 That depth of validation is what gives the broader ecosystem its credibility: every product downstream, from analytics to claims, is built on detection you can point to a number for.

On the administrative side, Precheck™ automates eligibility and benefits verification, and Claimcheck™ supports claim submission optimization. For restorative and lab-adjacent workflows, Pearl has documented tools to improve scan quality and margin consistency. Integrations and case studies illustrate adoption in everyday software and multi-site settings.10-12,15

Examples of integrated software connections include Open Dental, Carestream Imaging, MiPACS, Dentrix (including Enterprise), Eaglesoft, Planmeca Romexis, Dentsply Sirona Sidexis 4.3, tab32, XDR, Curve, and Apteryx XVWeb. 15

Overjet: Focused tools for chairside diagnostics

Overjet provides AI for 2D radiograph analysis with overlays and analytic dashboards that support clinical decision-making. Its FDA 510(k) clearances cover bone level measurement and caries detection. The platform also includes tools for treatment planning, disease detection, practice management, and insurance verification, positioning it as a solution centered on chairside diagnostics with extensions into operational efficiency.2,7,8,14

Pearl vs. Overjet: Feature-by-feature comparison

FeaturePearlOverjetWhat it means for you
Core platformEcosystem spanning clinical AI, analytics, eligibility, claims optimization, and lab-adjacent tools (Second Opinion®, Practice Intelligence®, Precheck™, Claimcheck™, scan-quality and margin support).3,9-12Chairside 2D diagnostics with provider dashboards and education on clinical and operational topics.2,14Pearl covers the full workflow: clinical, business, admin, and lab, so practices can reduce tool sprawl and handoffs.
2D radiograph analysisFDA-cleared CADe for a broad range of findings on 2D radiographs via Second Opinion®.1,4FDA 510(k) clearances for bone level measurement and for caries detection.7,8Both are FDA-cleared for broad 2D detections; Pearl additionally supports margins and bridges.
3D CBCT analysisAutomated anatomical segmentation for CBCT under FDA clearance with Second Opinion® 3D.5FDA 510(k) clearances address only 2D capabilities, including bone level measurement and caries detection; 3D CBCT analysis is not listed.7,8If CBCT is central to your workflow, Pearl currently offers an FDA-cleared 3D option; Overjet does not.
Detection breadth & supportAssistance across multiple findings (e.g., caries, calculus, PARL, restorations).1,4Focused detections (bone level, caries and PARL).7,8,13Pearl detects a wider range of findings and uses contextual FMX learning, providing broader and more consistent input for decisions.
Processing speed & deploymentRapid analysis designed for everyday chairside use; access within existing imaging/PMS environments via integrated software connections.1,15Online analysis for 2D diagnostics; deployment varies by environment.2Pearl processes most images in under 30 seconds and supports offline use, reducing waiting and workflow delays.
Practice / business intelligencePractice Intelligence® surfaces specific, unscheduled-care opportunities by linking AI findings and practice data.3Dashboards that track trends and clinical opportunities for providers.2Pearl leans into predictive, revenue-oriented insights; Overjet presents trend and opportunity tracking.
Insurance and claimsPrecheck™ for eligibility and benefits; Claimcheck™ for claims optimization, plus independent coverage in industry news.10,11Overjet offers payer-facing review/approval tools; payer criteria remain proprietary and are not disclosed in provider resources.14,16Pearl includes dedicated tools for eligibility and claims optimization, while Overjet supports documentation without direct claims automation.
Dental lab solutionsSmart Margin® and Prep Assess™ support restorative workflows; Scan Clarity Score helps reduce remakes caused by poor scan quality.9,12No dedicated lab workflow tools.2If you coordinate closely with labs, Pearl includes features to reduce remakes and improve consistency.
Integrated software experienceIntegrated software connections across major imaging and PMS platforms (e.g., Open Dental, Carestream Imaging, MiPACS, Dentrix, Eaglesoft, Romexis, Sidexis 4.3, tab32, XDR, Curve, Apteryx XVWeb).15Platform connections vary by environment.2 Overjet also offers its own imaging system, IRIS, if you're willing to switch up your tools and workflow.Pearl integrates with more imaging and PMS systems, helping practices adopt without major workflow changes.
AI overlay controlOn-demand AI annotations available at the clinician's discretion.1Overlays display as part of the chairside analysis experience.2Pearl lets clinicians decide when to display highlights, supporting intentional case presentation; Overjet's highlights appear automatically.
Image quality supportPre-submission scan-quality and margin checks help speed up workflow and improve clarity for diagnostics and restorative work.1,12Image overlays and contrast adjustments for provider review.2Pearl uses GAN-based preprocessing to improve clarity on poor-quality images, reducing retakes and rework.
Patient communicationColor-coded annotations and printable visuals that support chairside explanations.1Provider-facing overlays and analytics to aid chairside discussion.2Pearl provides color-coded visuals, rollovers, split-view, and branded printouts that make findings clearer for patients.
Team useWorkflow support across the clinical team within everyday software environments.1,4Dentist-focused tooling and dashboards; FDA indication specifies use by dentists, which may limit delegation to hygienists/assistants.2Pearl is cleared for use by the full care team, while Overjet is indicated for use by dentists.
Schedule integrationEligibility checks embedded in the schedule (Precheck™) and claim optimization (Claimcheck™).10,11Schedule-level eligibility integration not described.14Pearl embeds insurance checks into the schedule with code-level detail; Overjet does not integrate at the schedule level.

Why Integration Model Matters for Your Dental Practice

The biggest architectural difference between the two platforms isn't a feature on a spec sheet. It's how each one gets into your operatory in the first place.

Overjet's IRIS is a proprietary imaging system built from the ground up with AI embedded rather than layered on top. Migrate your imaging workflow to it and you no longer need an overlay layer. The trade-off is adoption friction: changing imaging software touches everyone on the clinical team, from the assistant capturing the image to the dentist reading it, and that migration is rarely a single weekend.

Pearl takes a different approach. Second Opinion® integrates directly into the imaging and practice management software your team already uses, more than 30 platforms, including Dentrix, Eaglesoft, Open Dental, Carestream, and others.15 Most practices are up and running within days, with no workflow disruption and no retraining on a new imaging system.

For single-location practices and DSOs alike, the real question is whether a marginal architectural edge justifies migrating your entire imaging system. Pearl's integration-first model rests on a simple premise: adoption is the variable that decides whether AI actually changes clinical outcomes. A platform your team never fully adopts can't move the numbers, however elegant its architecture. You can see how Second Opinion fits an existing setup, and how Practice Intelligence builds an analytics layer on top of it.

How imaging capabilities define AI performance

Radiographic analysis sits at the core of dental AI. You use it to surface pathology consistently, support case presentation, and plan treatment. Both platforms support 2D imaging under FDA clearance. Pearl additionally supports 3D CBCT anatomical segmentation, which can be relevant for implant planning, orthodontics, and oral surgery, and allows you to keep chairside conversations grounded in visual anatomy across modalities.1.4-6

2D detection: Which AI sees more?

Second Opinion® is cleared for assisting with a broad set of findings on 2D radiographs, giving you multi-finding support during routine exams and follow-ups.1,4 Overjet's FDA clearances span most of the same detections as Pearl, covering caries, bone level, and other pathologies, though margins and bridges remain exclusive to Pearl.7,8

Where the two diverge most is on evidence of accuracy. Pearl's independent third-party validation to 94% accuracy is a clinical benchmark that sets it apart from platforms that rely on FDA clearance alone as a proxy for performance.3 The distinction matters: FDA clearance establishes that a device performs its intended function safely, but it does not independently certify a detection-accuracy rate. Pearl commissioned and published an independent validation specifically so practices would have an evidence-based number to evaluate, rather than an inference drawn from regulatory status.

That accuracy shows up most clearly in the findings dentists chase every day. Second Opinion® flags interproximal and other carious lesions as the image loads, color-coding each one so you and the patient see the same evidence at the same moment. Catching early decay consistently, across a mixed-experience team and a full day of exams, is where validated detection turns into earlier, more confident treatment conversations. For the technology behind it, see how AI sharpens radiograph interpretation.

3D CBCT analysis

Pearl is cleared to perform automated anatomical segmentation on CBCT through Second Opinion® 3D, extending AI assistance to AI for dental imaging.5,6 Overjet lists 2D radiographic capabilities and FDA 2D clearances.7,8

Regulatory milestones

FDA clearance is the baseline for clinical AI deployment in the United States; it establishes that a device performs its intended function safely. But the type, scope, and depth of clearance vary significantly from platform to platform, and those differences directly shape what each system is legally permitted to do at the chair. The timeline below tracks the key regulatory milestones for both Pearl and Overjet.

Milestone/clearanceCompanyDateSignificance
Initial bone level measurement (2D)OverjetMay 2021First FDA-cleared AI tool for bone level measurement in dental radiographs.7
Broad pathology detection (2D)PearlMarch 2022FDA clearance for AI that assists with multiple findings on 2D X-rays.4
Caries detection (2D)OverjetOctober 2022Caries Assist clearance expands Overjet's 2D diagnostic scope.8
EU-MDR certification (Class IIa)PearlJune 2023Certified as a Class IIa medical device under the EU's MDR framework.17
3D CBCT anatomical segmentationPearlMay 2024FDA clearance for automated CBCT anatomy identification, establishing 2D + 3D coverage.5,6

Using Pearl and Overjet for efficiency and revenue

Modern dental AI influences more than diagnosis. The biggest gains come when you connect chairside findings to scheduling, eligibility, claims, and follow-up.

Predictive growth insights with Practice Intelligence®

Practice Intelligence® is built to surface specific, unscheduled treatment opportunities by unifying clinical insights with your practice data, which helps you prioritize outreach and fill the right time blocks.3 The outcomes are concrete. Across its multi-state network, Partnerships for Dentists (P4D) used Practice Intelligence® to surface nearly $30 million in previously untreated patient needs through automated chart audits, alongside a 35% increase in newly identified dentistry.18 Onsite Dental, a DSO delivering care across roughly 39 locations, saw an average 20% increase in treatment per patient after rolling Pearl out, with the strongest results in the offices where clinical adoption was highest.19

Those numbers reflect the gap Practice Intelligence® is designed to close: the distance between a finding and care that actually gets scheduled. Identifying disease is only half the equation; getting it onto the calendar is where production lives. Overjet, by comparison, offers dashboards that track diagnostic trends and care opportunities to support chairside discussion.2 If revenue capture is the priority, our look at tightening your revenue cycle pairs well with what Practice Intelligence® does upstream.

Insurance and claims: Direct automation vs documentation support

Pearl offers products that automate key RCM steps you manage every day. Precheck™ verifies eligibility and benefits ahead of the visit, and Claimcheck™ supports claims submission optimization, with additional industry coverage describing the program’s launch and aims.10,11 Overjet publishes guidance and education on insurance verification, documentation, and note-taking that can improve accuracy and speed in existing workflows.2,14

Overjet’s biggest customers are insurers; however, it keeps their proprietary data, like diagnostic thresholds for approval, siloed. Providers should not expect Overjet’s partnership with insurers to expedite claim approval. Pearl has no direct relationship with payors and instead works only with providers to strengthen their claims based on objective, AI-evidence, coding checks, and more.10,11,16

Provider Alignment vs. Payer Relationships

Not every dental AI platform is built with the same customer in mind, and that orientation shapes the product more than any single feature does.

Pearl works exclusively with dental providers: practices, DSOs, and clinicians. Every product decision, from Second Opinion's detection criteria to Precheck's eligibility tools, is oriented around improving provider outcomes and patient care. There is no second constituency whose interests have to be balanced against yours.

Overjet's commercial model includes significant payer-side relationships, and the diagnostic thresholds in its payer-facing review tools are proprietary and not disclosed to providers.16 The practical implication is worth stating plainly: providers shouldn't assume a payer partnership will expedite their own claim approvals. The data behind payer-side decisions stays siloed from the provider-facing platform.

Pearl's claim-support tools, Precheck™ and Claimcheck™, are built entirely around strengthening provider claims with objective AI evidence, accurate coding, and verified eligibility.10,11 There is no competing payer interest shaping how those tools are designed, which means that when the AI flags a finding to support a claim, it's working for one side of the table: yours.

Integrated, intelligent, future-ready: Why Pearl has the edge

If you want a single platform that advances clinical care and operations, Pearl combines FDA-cleared 2D assistance and 3D CBCT anatomical segmentation with practice-side analytics, eligibility and claims optimization, and lab-adjacent tools. That scope helps you translate chairside findings into scheduled care, clean claims, and consistent restorative outcomes, while staying aligned with evolving imaging workflows.

Overjet offers capable 2D chairside analysis and provider dashboards; Pearl's broader ecosystem is designed to support the entire practice lifecycle.1-5,9-12

The dental AI landscape will keep evolving, and the platform you choose today should be able to grow with you. Pearl's investment in 3D CBCT analysis, lab workflow tools, and administrative automation reflects a roadmap built around the full practice lifecycle, not just the moment of diagnosis. As imaging technology advances, payer requirements shift, and practices grow more complex, a platform built for integration and breadth is better positioned to keep pace than one optimized for a single workflow at the chair.

How to Choose Between Pearl and Overjet for Your Practice

The best AI dental platform depends on what you need AI to do across your entire practice, not just at the chair.

Choose Pearl if:

  • You want a single platform covering clinical AI, practice intelligence, eligibility, claims, and workflows, without stitching together multiple tools.
  • Your practice uses existing imaging or PMS software, and you want AI that works inside it, not a replacement system that requires migration. (In practice, setup is often easier than teams expect.)
  • You perform or plan to expand CBCT-driven workflows for implants, ortho, or oral surgery, and need FDA-cleared 3D analysis today.
  • You want clinical AI validated by an independent third party to 94% accuracy, not just FDA-cleared. 3
  • You want claim-support tools built entirely around your outcomes, with no competing payer-side relationships influencing how the AI is designed.
  • You're a DSO with international locations and need GDPR compliance and configurable EU data storage alongside HIPAA.

Choose Overjet if:

  • Your primary need is chairside 2D diagnostics, and you want millimeter-level bone-loss quantification as a core clinical output.
  • You're open to migrating your imaging infrastructure to a proprietary system (IRIS) in exchange for deeper AI-native integration.
  • Your DSO prioritizes HITRUST certification specifically as a security and audit-defensibility standard.
  • You want retrospective chart auditing across 12 months of historical images as a standalone revenue-recovery tool.

The question, in the end, is scope. Pearl is built for practices that want AI working across the full practice lifecycle. Overjet is built for practices that want deep chairside diagnostics with revenue-cycle extensions.

FAQs

Is Pearl independently validated, and what does that mean?

Yes. Pearl is the only dental AI validated by an independent third party to 94% accuracy in detecting dental disease.3 This is distinct from FDA clearance, which establishes that a device performs its intended function safely but does not certify a specific accuracy rate. Independent validation gives you a published, evidence-based benchmark you can use to evaluate clinical performance directly. Pearl's validation was conducted across more than 100,000 verified cases.

How does Pearl's integration model differ from Overjet's IRIS?

Overjet offers IRIS, a proprietary AI-native imaging system that requires practices to adopt new imaging software. Pearl's Second Opinion® integrates directly into the imaging and practice management platforms practices already use, more than 30 systems, including Dentrix, Eaglesoft, Open Dental, and Carestream.15 Pearl's approach prioritizes adoption without workflow disruption; Overjet's embeds AI more deeply into the imaging infrastructure but requires a migration to its system.

Which dental AI platform is better for small or single-location practices?

Both platforms serve single-location practices. Pearl's integration-first model and transparent, month-to-month pricing make it accessible without a long-term commitment. Overjet's pricing is customized and tends to be framed around the broader value of its revenue-cycle and analytics tools. For practices primarily seeking chairside detection and patient communication support, Pearl's Second Opinion® is well suited. For practices also wanting chart auditing, coding review, and insurance workflow automation in one platform, either could fit, depending on budget and scope.

What are the main differences between Pearl and Overjet?

Both provide FDA-cleared AI for 2D radiographs. Pearl extends beyond chairside support with Practice Intelligence® for growth insights, Precheck™ for eligibility, Claimcheck™ for claims optimization, and lab-adjacent tools such as scan-quality and margin support. Overjet centers on 2D chairside diagnostics and provider dashboards, along with educational content for operations.1-3,9-11,14

Which platform offers better 2D radiographic analysis currently?

Each is FDA-cleared for 2D but with different emphases. Pearl’s Second Opinion® assists across multiple findings on 2D radiographs. Overjet’s clearances include bone level measurement and caries detection. Your choice should reflect the findings you rely on most in routine exams.1,2,4,7,8

Does Overjet provide 3D CBCT analysis like Pearl?

Pearl is cleared for automated anatomical segmentation on CBCT via Second Opinion® 3D. The Overjet tools and clearances cited here address 2D capabilities and do not describe 3D CBCT analysis.2,5-8

How do the FDA clearances compare between the two platforms?

Pearl: FDA 510(k) for 2D assistance (Second Opinion®) and for 3D CBCT anatomical segmentation, with trade and company communications detailing the 2D+3D milestone. Overjet: FDA 510(k) clearances for bone level measurement and caries detection.4-8

Which AI solution offers better practice management integration features?

If you want built-in administrative automation, Pearl includes Precheck™ for eligibility and Claimcheck™ for submission optimization, alongside Practice Intelligence® for targeted outreach. Overjet includes tools for verification and documentation that can streamline existing processes.2,3,10,11,16

References

  1. Pearl (n.d.) Second Opinion®. Available here. (Accessed: 26 August 2025).
  2. Overjet (n.d.) Dental AI software for dentists. Available here. (Accessed: 26 August 2025).
  3. Pearl (n.d.) Practice Intelligence®: AI-powered clinical performance software. Available here.(Accessed: 26 August 2025).
  4. U.S. Food and Drug Administration (2022) 510(k) K210365: Pearl Second Opinion® (2D). Available here. (Accessed: 26 August 2025).
  5. Pearl (2024) Pearl becomes first dental AI company cleared by FDA for both 2D and 3D imaging [Press release]. Available here. (Accessed: 26 August 2025).
  6. Orthodontic Products (2024) Pearl becomes first dental AI company with FDA clearance for both 2D and 3D imaging. Available here. (Accessed: 26 August 2025).
  7. PR Newswire (2021) Overjet’s Dental Assist receives FDA clearance. Available here. (Accessed: 26 August 2025).
  8. Inside Dentistry (2022) Overjet receives second FDA clearance, adding Caries Assist. Available here. (Accessed: 26 August 2025).
  9. Pearl (n.d.) Dental AI products (ecosystem overview). Available here. (Accessed: 26 August 2025).
  10. Pearl (n.d.) Precheck™. Available here. (Accessed: 26 August 2025).
  11. Pearl (2024) Pearl launches Claimcheck™ to automate insurance claims and improve revenue cycle [Press release]. Available here. (Accessed: 26 August 2025).
  12. Pearl (2024) Scan Clarity Score reduces time and money spent on poor quality scans during restoration. Available here. (Accessed: 26 August 2025).
  13. U.S. Food and Drug Administration (2023) 510(k) K231678: Overjet Periapical Radiolucency (PARL) Assist. Available here. (Accessed: 17 September 2025).
  14. Overjet (n.d.) Guide for dental insurance verification: How AI is streamlining accuracy and efficiency. Available here. (Accessed: 26 August 2025).
  15. Patterson Dental (n.d.) Pearl AI dental software | integrations. Available here. (Accessed: 26 August 2025).
  16. Dental Products Report (2024) Overjet Announces Overjet Connect & New Capabilities for Insurance Platform. Available here. (Accessed: 17 September 2025).
  17. Pearl (n.d.) Press releases (index, including EU-MDR Class IIa). Available here. (Accessed: 26 August 2025).
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