Clinical AI safety · beta

Every clinical AI decision.
Verified.

Orinyx sits between any clinical AI tool and the patient record, checking every medication recommendation against FDA labeling, clinical pharmacology, and federal safety guidance — in real time, before the doctor signs.

What happens now

An AI recommended aspirin 325mg daily to prevent heart attacks. It called the recommendation guideline-consistent. That guideline was reversed in 2022 — the updated guidance says do not start this because bleeding risk outweighs the benefit. Nobody caught it. No record of what the AI said. No check before it reached the doctor.

0%of US physicians use AI for clinical decisions
0–20%medication error rate from clinical AI
$0.0Maverage lawsuit from a bad AI recommendation
0 in 20hospital AI projects that exit testing

See it in action

When a recommendation isn't supported, it gets flagged. With sources.

orinyx · consolev0.4.2
847clinical AI decisions reviewed·last 24 hours·31% flagged
live
majorflagged · review required
decision #5BE2-A1
Clinician query

Patient on apixaban — can I also prescribe clarithromycin for a lung infection?

AI recommendation

"Yes, give both. Monitor INR."

Issues detected · 2
Fabricated monitoring

INR is only relevant for warfarin, not apixaban. The recommended monitoring parameter does not apply to this drug class.

Missed FDA label

Apixaban + clarithromycin requires 50% dose reduction.source: FDA label, apixaban (eliquis) §7.1

2025-04-23T14:22:08Z · routed via epic-aoc-prod-12audit log · orx://logs/2025-04-23/5BE2-A1

Want to see this run on a real flagged decision from your AI environment?

Schedule a demo →

How it works

Three steps. Every recommendation. Every time.

01

Install one layer

One layer between any AI tool and the EHR. No clinician workflow change.

02

Check every recommendation

Every recommendation is checked against FDA drug labeling, clinical pharmacology, and federal medication safety guidance.

03

Flag, source, log

Unsupported recommendations are flagged Minor, Moderate, or Major — supported ones pass through with source attached. Every output is logged for audit.

Schedule a demo

See Orinyx live. Pick a time.

30 minutes with the founder. We'll walk through the console on a real flagged decision and answer anything specific to your AI environment.

30 minutes · opens in a new tab

Book a demo →

FAQ

Frequently asked questions.

The questions hospital risk officers, CMIOs, and clinical leadership ask first.

Built by healthcare insiders.
7 years in health IT. 5 years clinical.