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Deployment brief

Give clinicians their evenings back, and researchers their citations

Structured notes with the uncertain fields marked, referrals triaged against your own criteria, and literature work that shows what has actually been replicated.

-11 min Documentation time per encounter median, across 900 clinicians
98.4% Coding accuracy against audit on coded fields
-64% Referral turnaround intake to appointment offered
always Fields marked uncertain rather than filled with a guess

Structured notes with the uncertain fields marked, referrals triaged against your own criteria, and literature work that shows what has actually been replicated.

Deployed in your own tenancy with de-identification before any egress. Retention windows are set by you and can be zero. Nothing is used to train a model.

Before and after

Problem

Notes are written after hours because the day is full of patients.

After

The note is structured from the encounter and waiting for review before the next patient is seen.

Problem

An automated note that quietly fills a gap is worse than no note at all.

After

Low-confidence fields are marked and left for the clinician. Nothing is silently invented.

Problem

A literature review takes a week and still misses the failed replications.

After

Findings are separated into replicated, single-source and contradicted, with the papers attached.

What ships

Uncertainty is visible

The agent marks what it was unsure of. A confident-looking note that is wrong is the failure mode this design exists to prevent.

Data stays in region

Protected health information does not leave the boundary you configure, in any deployment mode.

Evidence, graded

Replication status stated per finding, so a single striking paper is not mistaken for a settled result.

How it is wired

Deployed in your own tenancy with de-identification before any egress. Retention windows are set by you and can be zero. Nothing is used to train a model.

What sold it internally was that it says when it is not sure. Our clinicians trusted it because it admits the gaps rather than papering over them.
Dr Priya Venkataraman Chief Medical Information Officer · Ashgrove Health Partners
11 minutes back per encounter
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