PDS Health — Dental AI case study
Dental
DentalIrvine, California

How PDS Health Deployed AI-Powered Imaging Across 1,100+ Dental Practices

Dental Support Organization (DSO)

1,000+ Practices Fully Deployed
120M Clinical Findings Analyzed
5x Faster Full-Mouth Detection
30% Average Lift in Case Acceptance
$31,300 Uncovered Per Location/Month
94% AI Diagnostic Accuracy

The Challenge

PDS Health needed to standardize diagnostic accuracy and clinical consistency across 1,100+ dental practices nationwide. Variability in radiograph interpretation between clinicians and locations was creating inconsistent patient outcomes and limiting the organization's ability to scale its signature 'Mouth-Body Connection®' care model — which links oral health to systemic conditions like diabetes and cardiovascular disease. Manual image review was time-consuming and subjective, making it difficult to identify systemic health indicators consistently across the enterprise. With over 12,000 employees and $2B+ in annual revenue, the stakes of diagnostic inconsistency were enormous.

The Solution

PDS Health executed a two-phase AI transformation. First, the organization partnered with DEXIS to deploy DTX Studio Clinic — an FDA-cleared, AI-powered imaging platform — across all 1,000+ supported practices by July 2025. The platform's AI engine identifies up to 15 diagnostic indicators on 2D intraoral radiographs (including caries, bone loss, and restorative margins) with full-mouth detection running 5x faster than previous versions. DTX Studio Go Sync, a cloud-native solution, synchronizes patient imaging and diagnostic records across all locations for seamless continuity of care. In February 2026, PDS Health deepened its AI commitment by selecting Pearl as its enterprise AI partner for real-time radiologic review covering both traditional 2D radiographs and advanced 3D CBCT imaging — completing a comprehensive diagnostic intelligence stack that empowers clinicians with objective, AI-generated insights at every patient interaction.

The Results

1,000+ Practices Fully Deployed

AI-powered DTX Studio Clinic rolled out to all PDS Health-supported practices nationwide by July 2025 — one of the largest dental AI deployments in history.

120M Clinical Findings Analyzed

DEXIS AI analyzed 120 million clinical findings globally in 2025 alone, with PDS Health as a primary enterprise deployment driving significant volume.

5x Faster Full-Mouth Detection

DTX Studio Clinic v4.7 AI detects up to 15 diagnostic indicators per full-mouth series 5x faster than previous versions, dramatically reducing chair time and improving throughput.

30% Average Lift in Case Acceptance

Pearl AI-supported diagnostic presentations across DSO partners have demonstrated a 30% average lift in case acceptance rates through objective, visual patient communication.

$31,300 Uncovered Per Location/Month

DSOs using Pearl's AI platform report an average of $31,300 in previously undetected dentistry identified per location per month, directly improving practice revenue.

94% AI Diagnostic Accuracy

Pearl's FDA-cleared AI achieves 94% accuracy in detecting dental disease; operator accuracy improves from 82% to 98% when AI-assisted, raising the standard of care across the network.

Timeline
12 months
Investment
Enterprise-scale (undisclosed)
ROI Timeline
6-12 months
Integrating AI-powered imaging across our entire network is a foundational step in delivering consistent, high-quality care at scale. These tools don't replace our clinicians — they empower them with objective data that improves both diagnostic accuracy and patient trust.
Stephen Thorne

Key Takeaways

Enterprise-scale AI deployment across 1,100+ dental practices is achievable within 12 months with the right DSO infrastructure and vendor partnership

AI-powered radiographic analysis standardizes diagnostic quality across geographically dispersed practices, reducing clinician-to-clinician variability

Integrating AI with the 'Mouth-Body Connection' model enables dental practices to identify systemic health risks (diabetes, cardiovascular disease) earlier and more consistently

Cloud-synchronized imaging records are essential for maintaining continuity of care across large multi-location dental networks

Layering multiple AI tools (DEXIS for imaging + Pearl for radiologic review) creates a comprehensive diagnostic intelligence stack that compounds clinical value

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