Gestational-carrier records, distilled by 98% — reviewed in hours, not days.

National fertility networkGestational-carrier screening · 1,000 candidates/yr at scale

Screening a single gestational-carrier candidate means combing roughly 400 pages of obstetric, surgical, and mental-health records. Fourier distills each file into a short, cited summary within one business day — saving 2–3 clinician hours per review and cutting record volume by more than 98%.

Data Intake & StructuringClinical Intelligence
1,000
Carrier candidates reviewed per year, at program scale.
397,000
Pages of medical records processed annually.
>3,000
Clinician hours saved per year.
>98%
Reduction in record volume to review.

High-stakes review, buried in duplicates.

Gestational-carrier screening is among the most documentation-heavy reviews in medicine. Every prior pregnancy, delivery, surgery, and mental-health encounter matters — clinically and legally — and the records arrive from dozens of unrelated health systems, riddled with duplicates and administrative noise. In production, fewer than 80% of received pages were even relevant.

At roughly 400 pages per candidate, each review cost a clinician two to three hours of reading before a decision could be made — a hard ceiling on how fast the program could grow.

A distillation pipeline: pages → snippets → notes → summary.

Fourier runs each candidate's records through staged distillation — filtering, extracting, and organizing — so the clinician reads one short, cited document instead of the raw file.

01

Relevance filtering & dedup

151,096 received pages reduced to 116,094 relevant ones — the noise removed before anyone reads.

02

Evidence snippets

21,514 clinically meaningful snippets extracted, each cited back to its source page.

03

Structured clinical notes

9,280 notes organized by pregnancy, procedure, and condition for review at a glance.

04

One summary per candidate

A final cited summary at about 1.5% of the original record volume.

From a 400-page chart to a same-day decision.

Across the first 381 candidate reviews, Fourier saved 1,143 clinician hours at a median turnaround of six business hours. At the program's full 1,000-candidate annual volume, that's 397,000 pages processed and more than 3,000 hours returned a year.

98.5%

Volume reduction

Final summaries run ~1.5% of the original record volume

6 hrs

Median turnaround

From record receipt to delivered summary, in business hours

MEASURED IN PRODUCTIONFirst 381 candidate reviews
Documents received
3,996
Pages received
116,094 relevant after filtering
151,096
Snippets & notes extracted
Every one cited to its source
21,514 · 9,280
Summaries delivered
2–3 clinician hours saved per review
381
Hours saved
1,143
PROJECTED AT PROGRAM SCALE1,000 candidates/yr
Pages processed
~397 pages per candidate
≈397,000/yr
Summaries delivered
One per candidate, same 6-hour median
1,000/yr
Record volume to review
1.51% of the original
−98.5%
Hours saved
>3,000/yr

Production figures (documents, pages, snippets, summaries, turnaround) are measured across the program's first 381 reviews. Program-scale figures project the same measured per-candidate performance to the network's 1,000-candidate annual volume.

See what your data could be doing for you.

Clinical intelligence you can stake decisions on, not a black box. Talk to our team about what Fourier can do with your data.