1.8 million pages a year, 41,000 hours returned to oncology care.
A 46,000-patient community oncology network receives nearly 1.8 million unstructured pages annually. Fourier processes every page, builds two-page status sheets, and delivers cited clinical summaries — returning 41,000 hours a year to intake and clinical teams.
Oncology intake, measured in banker's boxes.
New oncology patients arrive with history: outside records averaging about 70 pages each, landing on intake teams and clinical liaisons who processed 20–30 new patients a day. At a reading pace of roughly two pages a minute, the network was spending about 17,800 hours a year just reviewing source records — with another 10,000 hours on chart prep.
Only about two-thirds of inbound pages carry pertinent clinical information. But the only way to know which two-thirds was to read all of them — and in oncology, the finding that changes a treatment plan is as likely to be on page 60 as page 6.
Every page processed; only the signal surfaced.
Fourier ingests the network's full inbound document stream — faxes, uploads, portal drops — and turns each new patient's stack into two artifacts teams actually read: a status sheet and a cited summary.
Page-level classification
Every inbound page classified, deduplicated, and filed to the right patient automatically — 1.8M pages a year.
Two-page status sheets
Each new patient's ~70-page stack condensed to a two-page snapshot for intake teams and clinical liaisons.
Oncology-specific summaries
Eight-page cited summaries distilling over a hundred pages of pertinent source records per patient.
Built for tumor-board pace
Pre-assembled, categorized records — faster, more complete multidisciplinary conference prep.
From reading everything to reviewing what matters.
Intake teams now review a two-page status sheet instead of a 70-page stack; clinicians review an eight-page cited summary instead of the raw chart. Across document processing, status sheets, and summary review, that's 41,000 hours a year back.
Hours returned annually
Across document processing, status sheets, and summary review
Less material to review per patient
~128 pages of pertinent source records distilled into an 8-page cited summary
Volumes and review-pace figures were measured with the network's own intake and clinical liaison teams; time savings combine measured document-processing throughput with the resulting status-sheet and summary review workload.
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