Vertical AI Dental Demo Bench

A credible AI case-review demo that sells governance first and automation second.

This is the boardroom-ready front door for the dental AI opportunity: a safe, traceable, no-PHI sandbox that shows dentists and MSP buyers exactly how AI can assist clinical administration without pretending to replace licensed judgment.

Launch dental sandbox Read executive explainer

Demo statusVince-ready

Data: Public + synthetic
Risk boundary: Not diagnostic
Buyer: Dental practices via MSP
Next sale: Governance + paid pilot

Demo posture

No PHIScreened public imagery and synthetic notes only.

Clinical boundary

Dentist decidesAI drafts worksheets; provider reviews and owns decisions.

Delivery model

MSP-readyCloud baseline now, local/on-prem path for regulated clients.

Sales motion

Boardroom demoBuilt to show workflow, risk controls, ROI, and next step.

Demo assets

Two paths: interactive proof and executive narrative.

Production Vercel target

Interactive case review sandbox

Walk a screened dental case through intake, image review, AI-generated worksheet, execution trace, quality score, cloud/local comparison, and exportable talking points.

Launch sandbox

Executive explanation page

A plain-English sales narrative for Vince and dental prospects: what the system does, what it does not do, why it is safe, and how it becomes a managed service.

Read the explainer

Commercial angle

Sell the controlled workflow, not an AI gimmick.

The strongest MSP wedge is not “AI diagnoses dental images.” It is: “We help your practice govern AI, protect patient data, and deploy dentist-reviewed automation where it safely saves time.”

Shadow AI Audit: identify unsanctioned AI use and patient-data exposure risk.
Governance package: policy, endpoint controls, approved-workflow map, and staff usage rules.
Dental AI worksheet pilot: dentist-reviewed intake, imaging summary, patient explanation draft, and audit trail.
Local/private AI path: cloud benchmark first, then local GPU or appliance deployment when privacy economics justify it.

Next hardening moves

Make it harder to dismiss.

Harden Google allowlist and partner access controls

Add client-specific demo branding for dental groups

Package benchmark report into downloadable leave-behind

Turn workflow into a fixed-scope paid pilot offer

Operating principle