Eight hundred pages. One timeline.
Every visit, diagnosis, procedure, and charge — in order, with the page number attached. The part of the job nobody bills for, done before you open the file.
ER — City General · S13.4XXA
Dr_Wong_Ortho.pdf · Pg 12
Dr. Wong, Ortho · M51.26
Dr_Wong_Ortho.pdf · Pg 12
Imaging Center · 72148
Dr_Wong_Ortho.pdf · Pg 12
Incoming Records
Typed ER reports
112 pages · clean PDF
Scanned faxes
340 pages · low contrast
Handwritten notes
86 pages · rotated
Billing statements
274 pages · mixed format
This is the work that quietly eats the case.
A paralegal spends two days building a chronology by hand. It's tedious, it's unbillable, and it's the single most error-prone step in the file — because it's done at the end of a long week, from a stack of records in four different formats, half of them scanned sideways.
And every downstream document depends on it being right.
Structured before anyone writes a word.
Lexyno parses the full record set and builds the chronology first — dates, providers, diagnoses with ICD-10 codes, procedures with CPT codes, and billed amounts. Extracted from the source, not summarized from it.
Where a document is too degraded to parse reliably, the Quality Gate flags it and triggers a selective re-parse rather than producing a confident-looking guess.
Upload Queue Status
| Filename | Score | Status |
|---|---|---|
| Emergency_Room_Report.pdf | 98% | PASS |
| Handwritten_Notes_Dr_Smith.pdf | 42% | RETRY |
| Billing_Statement_v2.pdf | 99% | PASS |
Quality Gate Active
Selective re-parse triggered for "Handwritten_Notes".
"Where is that in the record?" — answered in one second.
Every event in the chronology is a link. Click it, see the page, see the highlighted line. In a negotiation, that's the difference between "let me get back to you" and closing the point.
Lexyno Chronology View
Event Description:
Patient reports pain level of 8/10 in the lower back, radiating to the left leg. Physical exam positive for Straight Leg Raise at 45 degrees.
Source: Dr_Wong_Ortho.pdf (Pg 12)
PDFPage 12 of 45
CHIEF COMPLAINT: Low back pain.
HISTORY OF PRESENT ILLNESS: Patient states pain is constant.
PAIN SCORE: 8/10
PHYSICAL EXAM:
Lumbar Spine: ROM limited.
Special Tests: SLR (+) Left at 45 deg.
Nothing moves forward until you approve it.
Extraction completes, you review, you click verify. Only then does the chronology become the foundation for the demand letter. This is the whole model: AI does the assembly, you do the judgment.
Extraction Complete
34 Medical Events Found
Where you'll find it.
Medical Summary is available on Professional, Enterprise, and Evaluation Access.
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Request Evaluation AccessThe 800-page one with the handwritten notes. That’s the one worth testing on. Verified firm email. No credit card.