VisionDx
Imaging and report assist that abstains by default.
A reading-assist layer for imaging and reports that highlights findings and drafts structured reports for a specialist to confirm - never an autonomous diagnosis.
The problem
Reading backlogs grow while over-eager AI diagnostics risk confident errors on high-stakes images.
How it works
Prioritize and pre-read studies to surface candidate findings.
Draft a structured report with confidence indicators.
Abstain and defer to the specialist on ambiguous studies.
Specialist confirms and signs the final report.
Governed by our safety invariants
The same guardrails, every product
AI is never the source of truth
Authoritative hospital data and approved records govern every decision. AI output is a suggestion, checked against the system of record - never a substitute for it.
Abstain rather than guess
When confidence is low, our systems say "unable to determine" and route to a human. We optimize against confident, unsafe answers.
Mandatory human verification
A licensed professional confirms before any high-stakes action - dispensing, documentation sign-off, or claim submission.
PHI stays inside approved boundaries
Protected health information is never sent to unapproved AI providers, logs, analytics, or developer tools. External calls are redacted and schema-validated.
Immutable audit trail
Every AI execution, human decision, and data change is recorded in a tamper-evident audit log - so you can always answer "who, what, and why."
See safety-first AI in your workflow
Walk through a real clinical workflow with our team and see how AI assists without ever overriding your clinicians.