Collect the full picture
The proposed treatment plan, imaging, relevant patient information and associated costs are assembled for review.
Independent treatment review
A second layer of confidence for care decisions.
Medical Gate Keeper is an AI-assisted review framework designed to assess whether a proposed treatment plan is reasonable—before the patient moves forward.
Treatment review pathway
Independent
01
Proposed treatment plan
Clinical information, imaging and associated costs
02
AI-assisted reasonableness review
A consistent, structured assessment layer
03
Clear next step
Confirmation or escalation for professional review
Better information can lead to more thoughtful treatment decisions.
The model introduces a dedicated review step between a proposed treatment plan and the decision to proceed. It is designed to support transparency, identify plans that may warrant another look, and keep qualified professionals in the loop.
How it works
A focused review, from plan to next step.
The proposed system considers the treatment plan together with relevant clinical material. Its role is not to prescribe care, but to assess reasonableness and surface cases that may benefit from additional review.
Assess reasonableness
AI-assisted software evaluates the materials through a consistent review framework informed by prior evaluations.
Clarify the path forward
A plan may be affirmed as reasonable or flagged for further consideration and review by a qualified medical professional.
Learn over time
Review outcomes can inform a feedback loop intended to improve the system’s consistency and usefulness over time.
The core principle
Independent review should strengthen—not replace—clinical judgment.
Medical Gate Keeper is designed as an assessment layer. It organizes information, evaluates whether a proposed plan appears reasonable, and creates a defined route to human review when questions remain.
Treatment plan
AI-assisted review
Qualified professional
Clear findings
The patient at the center
Built from experience
More than 30 years in dental technology.
The founders bring decades of hands-on experience developing dental technologies and working at the intersection of clinical care, research and product innovation.
30+ years
Experience across dental technology and product development
Proven collaboration
Work with Ivy League institutions and federally supported dental product initiatives