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Title
EvenUp cuts document drafting from 15 hours to 15 minutes with Claude
…Explore here Ask questions about this page Copy as markdown Case study | Claude EvenUp cuts document drafting from 15 hours to 15 minutes with Claude Try Claude Industry: Legal Company size: Startup Product: Claude Platform Claud…
Description
EvenUp, a legal technology platform for personal injury firms that has resolved more than 200,000 cases and secured more than $10 billion in damages for injury victims, built its AI Drafts product on Claude, with Opus 4.8 handling deep reasoning and consistency-checking, and Sonnet or Haiku handling everyday extraction from case records that can run 1,000-plus pages. Document drafting that previously took 8 to 15 hours of skilled paralegal work now returns as finished drafts in about 30 minutes, a roughly 99% time reduction, while settlement offers across EvenUp's customer firms rose 300% and one firm cleared a 45-day demand-writing backlog after drafting time fell from about a month to roughly ten minutes per case.
…Solo practitioners and multi-state firms use it across the case lifecycle, and have resolved more than 200,000 cases and secured more than $10 billion in damages for injury victims. Claude models do the reading, extraction, and reasoning. EvenUp adds PI data, d…
…Learning Engineer, EvenUp The outcome A month of drafting comes back in minutes Drafting that once took 8 to 15 hours of skilled work now returns as finished drafts in about 30 minutes, a 99% decrease. Settlement offers across EvenUp’s customer firms are up 300%. At a national per…
Company
EvenUp
…Solo practitioners and multi-state firms use it across the case lifecycle, and have resolved more than 200,000 cases and secured more than $10 billion in damages for injury victims. Claude models do the reading, extraction, and reasoning. EvenUp adds PI data, d…
Industry
Legal
…venUp cuts document drafting from 15 hours to 15 minutes with Claude Try Claude Industry: Legal Company size: Startup Product: Claude Platform Claude Enterprise Claude Code Lo…
Region
North America
…al Company size: Startup Product: Claude Platform Claude Enterprise Claude Code Location: North America Documents drafted in minutes, down from 8 to 15 hours of skilled work per case…
Problem
A personal injury case runs on documents - demands, negotiation sheets, discovery responses, medical summaries - each of which has to be formatted correctly, factually airtight, and toned to match the firm. Before EvenUp, that was entirely manual: a paralegal worked through stacks of records that were weeks late and out of order, with the same visit sometimes documented three different ways by three different providers. One California firm ran its entire demand-writing function through a single person and carried a 45-day backlog; paralegals at an Ohio firm built medical chronologies and totaled bills by hand, taking 8 to 15 hours per case, forcing firms to choose between eating the hours or referring the case out.
…function through a single person. A 45-day backlog slowed every case behind it. Paralegals at an Ohio-based firm built medical chronologies and totaled bills by hand, taking 8 to 15 hours for each case. Firms faced a choice: take the case and eat the hours, or refer it out. Choosin…
…e visit could be documented three different ways by three different providers." One California firm juggled 1,500+ active cases, 250 of them in litigation at any given time, and ran its entire demand-writing function through a single person. A 45-day backlog slowed every case behind it. Paralegals at an Ohio-based firm built medical chronologies and totaled bills b…
Solution
EvenUp's AI Drafts reads each page of a case (often 1,000+ pages from a dozen providers) the most affordable way it can - real text, then standard OCR, then Claude's vision for scanned bills and checkbox forms - and sorts documents by type so the system only asks each page what it can answer. Every fact keeps a citation to its source page, duplicates are merged, and the record is settled once before drafting starts. Opus 4.8 sets the drafting blueprint (applicable legal rules, likely opposing arguments, the case's throughline) and checks it for consistency once; Sonnet then writes each section from that blueprint following state-by-state rules written in plain English. Everyday extraction runs on Sonnet or Haiku, reserving Opus for tasks where a subtly wrong argument could hide inside polished text. Every draft still ends with an attorney reading, checking, and signing it.
…h for an adjuster to discount the entire demand. Only then does drafting begin. Opus sets the blueprint: what legal rules apply, what the other side will attack, what the throughline of the case is. Then it checks those answers for consistency across the whole document, just once. Sonnet writes each section from that blueprint, following state-by-state rules…
…an intake form, so the system only asks each page what it can actually answer. Every fact keeps a citation to its source page, duplicates get merged, and the whole record is settled once, before drafting starts. Nothing downstream would catch two parts of the system disagreeing about the sa…
…p in a long document, as faithfully as the first," said Yamangil. "Claude did." Every draft still ends with a person: an attorney reads, checks, and signs it. Another feature that totals what a case is worth on paper works off records the…
Business value
Drafting that once took 8 to 15 hours of skilled work now returns as finished drafts in about 30 minutes, a 99% decrease. Settlement offers across EvenUp's customer firms are up 300%. The California firm that ran all its demand writing through one person cleared its 45-day backlog, with demands that took a month now taking about ten minutes and attorney review moving 75% faster. An Oregon firm's drafting turnaround fell from months to days and its team reported 400% revenue growth in one year. Inside EvenUp itself, 200+ employees use Claude Enterprise and Claude Code is spreading through engineering.
…Learning Engineer, EvenUp The outcome A month of drafting comes back in minutes Drafting that once took 8 to 15 hours of skilled work now returns as finished drafts in about 30 minutes, a 99% decrease. Settlement offers across EvenUp’s customer firms are up 300%. At a national per…
…killed work now returns as finished drafts in about 30 minutes, a 99% decrease. Settlement offers across EvenUp’s customer firms are up 300%. At a national personal injury firm that uses EvenUp, a lead case manager said t…
…emand writing through one person adopted EvenUp and cleared its 45-day backlog. Demands that took a month now take about ten minutes, and attorney review moves 75% faster. The firm says that speed hasn’t come at the cost of quality: and says it has tr…
…e early slip-and-fall case, the first offer came back 10x higher than expected. An Oregon firm's drafting turnaround fell from months to days, and their team reported that revenue has grown 400% in one year. The same shift runs inside EvenUp itself, where 200+ employees use Claude Enter…
…t revenue has grown 400% in one year. The same shift runs inside EvenUp itself, where 200+ employees use Claude Enterprise and Claude Code is spreading through engineering. Yamangil's team used Claude to build an AI cost-and-forecasting system tha…
AI capabilities
Document Intelligence, Generative AI, Agentic AI
…200,000 cases and secured more than $10 billion in damages for injury victims. Claude models do the reading, extraction, and reasoning. EvenUp adds PI data, domain expertise, and proactive automated workflows on top…
Business functions
Legal & Compliance
…fewer missing records The challenge Weeks of skilled work inside every document A personal injury case runs on documents: demands, negotiation sheets, discovery responses, medical summaries. Each one has to be formatted correctly, factually airtight, and toned to match…
Technology
Claude Platform, Claude Enterprise, Claude Code
…ours to 15 minutes with Claude Try Claude Industry: Legal Company size: Startup Product: Claude Platform Claude Enterprise Claude Code Location: North America Documents drafted in minutes, down from 8 to 15 hours o…
Deployment options
cloud
…d includes records from a dozen providers, billing ledgers, and police reports. EvenUp's drafting product called AI Drafts is supported by Claude and reads records on a ladder, climbing only as far as each page requires. The…
Headline outcome
…Learning Engineer, EvenUp The outcome A month of drafting comes back in minutes Drafting that once took 8 to 15 hours of skilled work now returns as finished drafts in about 30 minutes, a 99% decrease. Settlement offers across EvenUp’s customer firms are up 300%. At a national per…
Use case type
Content generation
…n it checks those answers for consistency across the whole document, just once. Sonnet writes each section from that blueprint, following state-by-state rules and conventions written in plain English instead of code. "That only works if the model obeys the fortieth instruction, buried deep in a…
