Caliber | Defensible medical chronologies for life care planners

Compared to manual review

100x faster

50% cheaper

Verbatim with citations

The Bottleneck

The records keep growing. Your time doesn't.

"What limits us is the sheer mass of documents." — Double-boarded physiatrist & Certified Life Care Planner

A single case can come with thousands of pages of scanned medical records. Most practices outsource that review to offshore teams that take weeks, and errors still get through.

That review process is the bottleneck. It limits how many cases you can take, how fast you can turn them around, and how much time you spend on records instead of analysis.

The Product

Thousands of pages → the 20% that matter.

Caliber's specialized AI turns thousands of pages of medical records into a verbatim, cited chronology of medically important events. Every fact is extracted directly from the source record, so the chronology can be defended under cross-examination. Click any citation to jump to the page it came from.

Medical Chronology

Chronology Patient History

Pre-incident timeline

August 9, 2019

Injury

— p.14

Post-incident timeline

November 27, 2020

Injury

— p.1 also: p.53 · p.56

Diagnosis Discussed

— p.4 also: p.37

Imaging Performed

— p.60 also: p.3 · p.37

Select a page reference to open the source document

The Caliber workspace — click any citation to open its source page; edit inline or export to Word.

How it works

From records to ready-to-sign.

Caliber does the reading and the reconciling. You keep the judgment and the signature.

01

Upload your case.

Upload under a BAA, and tell us where your judgment differs. Caliber comes with a point of view and tunes to yours.

02

Caliber builds the chronology in hours.

Caliber's AI reconciles the record automatically. One event across three documents becomes one verbatim entry, every source attached.

03

Review, edit, deliver.

Edit in our editor or export to Word. The chronology is yours to deliver under your own name.

Why Us

Built for work you'll be deposed on.

Data Security

Built on HIPAA-compliant infrastructure. Your clients' records are never used to train AI models.

Built for Messy Data

Caliber reads scanned PDFs, handwritten notes, and inconsistent formatting.

Built to the Expert Witness Standard

Expert witnesses stake their professional credibility on their reports. We built to that bar: verbatim extraction with AI quality checks. Not summaries.

About

What we're building.

Caliber builds AI-powered software for medico-legal work. We bring the rigor of production machine learning — systems where a wrong answer has real consequences — to a field that still runs on manual review.

Naomi Huang

Founder & CEO

Naomi is a machine learning scientist who spent six years at Uber and Stripe.

Caliber started when a life care planner friend asked her to solve a problem: he was turning away cases because record review was the bottleneck. The industry runs on offshore teams doing manual extraction — slow, expensive, and error-prone.

She built Caliber because she's spent her career shipping machine learning systems where mistakes cost millions of dollars. Expert witnesses put their name on the work and get deposed on it. They expect the same rigor.

You don't have to turn away the next case

Your first three cases, free.

Send us a case under BAA, we tune Caliber to your requirements, and return the chronology within a week. No commitment — keep going only if it earns its place.

Book a call →

Defensible medical chronologies for life care planners.