Agents That Build Personal Injury Cases
Our agents retrieve and synthesize all the records law firms need to start a personal injury case. We get police reports, open insurance claims, and retrieve all the medical records and bills needed to build a case.
The First 24 Hours of a Case, with Andco
The moment a PI firm signs a new client, a race starts. Police reports need to be pulled, insurers need to be called, medical providers need to be faxed (yes, still faxed). Our agents go off across all channels in parallel: requesting the police report, opening claims with carriers like Geico and Progressive, identifying UM/UIM coverage, engaging adjusters, requesting records and bills from every treating provider, and running follow-up cadences until everything lands. Roughly 8 hours of legal staff work, done before anyone at the firm sits down at their desk.
The Problem
Personal injury is a $50B+ industry, and firms live or die on pre-litigation workup speed. The problem: every case requires chasing dozens of documents from police departments, insurance carriers, and medical providers — most of whom still run on fax, mail, and phone. Firms have two options today:
- Hire armies of legal staff + paralegals (expensive, high turnover, caps your caseload)
- Outsource to point-solution retrieval vendors (slow, opaque, expensive per-request)
Legal tech built for this has historically been document and case management systems — great for storing things, terrible at actually doing the work. Meanwhile AI tooling in PI has mostly focused on downstream workflows like medical chronologies and demand drafting, which still depend on someone else getting the case context in first.
The Solution
Andco runs the pre-lit workup end-to-end. We're the system that actually does the work of getting the context. Our agents operate across fax, email, mail, web, SMS, and voice - the same channels your legal staff uses, plus a few they can't scale on. We're live with PI firms across the US and are exploring pilots with the world's largest injury law firms.
Early results:
• 8 hours saved in the first 24 hours of a case
• 24+ hours saved between intake and demand
Active Founders

Founder, CEO
Ryan Xue
Co-founder/CEO at Andco (X26). Previously co-founder/CEO at Layup (W23). First business hire at Origin, scaling the company from pre-product to hundreds of enterprises and 100K+ users across 40+ countries. Previously consultant at McKinsey and policy fellow at Google.

Founder
David Lee
Co-Founder and CTO at Andco. Previously CTO at NoxuData and Founding Director of Engineering at Seek AI (IBM acq). Senior Software Engineer at DataFox (Oracle acq).

Founder
Michael Lemm
Co-Founder and COO of Andco (YC X26). Previously Co-Founder and COO of Layup (YC W23). Outside of Andco, I enjoy rooting on Chicago sports teams, firefighting, and trying new local restaurants.

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