Introducing the OpenRx Benchmark: published 50-scenario regression resultsLearn more

Health answers,
built for verification

One question returns the answer, the guideline behind it, and the next care step

Answers drawn from USPSTF, CDC, NCCN, ACS, and CMS guidance — every recommendation names its source, grade, and publication date.

Check my screening — free
Request · no PHI stored

“45, male, no symptoms, no family cancer history, never screened for colorectal cancer. What's due?”

age
45
screening_context
male
family_history
none reported
prior_screening
none
engine/openrx-screening-engine-2026-06-09
Deterministic response
dueColorectal cancer screening

Based on age and the prior-screening history supplied, colorectal screening appears due. Symptoms, family history, or prior abnormal results would change the pathway.

What could change thisFamily history, prior colonoscopy or stool testing, inflammatory bowel disease
Guideline sourcesUSPSTFACSNCCNCDCCMS

Product

Evidence

Source on every recommendation

Organization, grade, date, and a direct link — on every answer, every time.

"source": "USPSTF"
"grade": "B"
"published": "2021-05-18"
"rule": "uspstf-average-risk-colorectal"
"link": "uspreventiveservices…↗"
Audit

Logic you can audit

What was understood, which rule fired, what's missing, where uncertainty remains.

facts_used: age, sex, history rule_fired: uspstf-average-risk-colorectal missing: smoking pack-years uncertainty: none flagged
Action

From answer to action in one workflow

Care search, referral, prior authorization, or appeal preparation — always with human review before anything is submitted.

1 · Find a screening siteready2 · Request specialist reviewready3 · Prepare prior-auth packetawaits clinician ✎
Benchmarks

Validated on a published 50-scenario benchmark

Every engine release is regression-tested against published screening scenarios. Rules decide; models only explain — so results are reproducible.

View benchmark results →
OpenRx rules engine50/50
Frontier LLM, unassisted39/50
Web search, general24/50
scenario pass rate · openrx.health/benchmark · illustrative figures — see published results

Trust commitments

No PHI retention

Public workflows run on synthetic or self-described inputs. Nothing is stored to your identity.

Human review before action

No silent clinical submission — a clinician approves every prepared referral, prior auth, or appeal.

Version-stamped rules

Every answer names the engine version and rule that produced it, so it can be reproduced later.