AI and digital transformation for dental practices and DSOs

Insurance billing and verification is the practice's largest operational drag — eligibility checks, claim submission, attachment requirements, and denial follow-up consume hours per day per practice and the AR aging keeps drifting in the wrong direction.

Hygiene scheduling is structurally under-optimized — last-minute cancellations, no-shows, and recall gaps mean expensive hygiene chairs are sitting empty while the doctor's column is overbooked.

Treatment plan presentation and case acceptance varies wildly by provider — the same treatment, presented by two different dentists in the same practice, gets accepted at materially different rates and the practice has no visibility into why.

Recall and reactivation programs are inconsistent — patients who haven't been in for 18 months sit in the database with no automated outreach and the practice loses them to the new office down the street.

Multi-location DSO operations have data silos — each practice runs its own PMS configuration, its own pricing, its own protocols, and corporate-level operations is reduced to monthly P&L roll-ups instead of real operating insight.

Hiring and retention of dental hygienists and assistants is the practical limit on growth — the hygiene schedule is under-filled because the practice can't hire, and every retention loss is months of recruiting and ramp.