Litmas AI Redefines Litigation Accuracy and Efficiency with Launch of Litmas AI Agentic Associate
End-to-end agentic workflow cuts motion drafting time by up to 80%; built by litigators for dynamic litigation support with precision that holds up under judicial review
MIAMI, November 2, 2026 -- Litmas AI, the AI platform built exclusively for litigation by litigators, today announced the launch of the Litmas AI Agentic Associate, a fully agentic solution built to work the way a human litigation associate does: drafting, researching and managing facts in a single connected workflow. The Litmas AI Agentic Associate generates a complete, nearly ready-to-file draft, not a loose starting point. Every filing includes pincites to the record and formatting that meets each court's specific requirements.
The Litmas AI Agentic Associate was built over the past year with direct feedback from practicing litigators, many of whom described piecing together separate tools to do the same work the Agentic Associate now does in one place. The company was founded in 2025 by Jason Weber, an experienced litigator who felt that same tech stack friction firsthand, and Sriram Sekhar, an ex-Amazon technology and product leader. More than 200 firms are using the solution today.
“I've been in the trenches. I know what it takes to win a case, the strategy, the argument, the judgment only a lawyer can bring. But I also know too well that a litigator's time can be quickly eaten up by tedious work that takes away from the valuable strategic element of litigation,” said Jason Weber, CEO and co-founder of Litmas AI. “Litigators want to argue the case, grow their practice, and still make it home for dinner. We built the Agentic Associate to give them that time back: it supports litigators by producing work comparable to an associate, so they can focus on the precise human judgment critical to their clients and to the case, and not be bogged down by the work that got in the way.”
Unlike AI tools built for contract work or general legal workflows, the Agentic Associate is designed entirely around litigation, where accuracy isn't optional. More than 1,500 U.S. court decisions have addressed AI-generated fabrications in legal filings to date, and a peer-reviewed Stanford University study found that even paid, legal-specific AI research tools hallucinate between 17 and 33 percent of the time. The Litmas AI Agentic Associate was built to close that gap. It produces a fully drafted, nearly ready-to-file motion for summary judgment, a task that typically takes three and a half to four weeks, in as little as 90 minutes. The new narrative-based Evidence Mapper organizes each case around the key factual storylines supporting a claim and connects every fact to its underlying source, a deposition transcript, an exhibit or a medical record.
That efficiency is already showing up in outcomes: the Ducos Law Firm, a Litmas AI customer, says it has cut average case expenses by roughly two-thirds and freed up enough time to take on nearly double its previous caseload.
“Litmas AI has completely transformed my practice. It streamlines research for pleadings, motions and every responsive filing I touch, delivering tailored results based on exactly what I need and asking the right follow-up questions before it ever drafts a word. I don't know how I practiced without it. It’s given me my time back, so I can be home with my family instead of stuck at the office,” said Kristina Ducos, owner of the Ducos Law Firm.
Company and Platform Momentum
- Litmas AI has been used in 1,500 litigation matters and over 3,000 court filings to date
- Motion drafting time is reduced 60 to 80%; motions for summary judgment are drafted 90% ready to file, in line with attorney work product expectations
- Zero fabricated case citations reported to date; any citation in a draft has been run through Litmas AI's citator
- Coverage across all 50 states and federal jurisdictions
Learn more about the Litmas AI Agentic Associate here. Read the blog.
Frequently Asked Questions
What is Litmas AI? Litmas AI is a legal AI platform built exclusively for litigation, covering the full case lifecycle from pre-suit through appeal. Founded by an experienced litigator alongside a team of practicing and former attorneys, Litmas AI is designed to work the way litigators do, with precise citation to the factual record, jurisdiction-specific research and formatting, and a workflow that adapts as the case changes with every ruling. More than 200 litigation firms use Litmas AI today.
What is the Litmas AI Agentic Associate? The Litmas AI Agentic Associate is the most advanced version of the Litmas AI platform, unifying drafting, legal research and fact mapping into a single connected workflow. It introduces a new narrative-based Evidence Mapper that organizes a case around the key factual storylines supporting a claim and connects every fact to its underlying source. The Litmas AI Agentic Associate is now publicly available for the first time.
Does Litmas AI hallucinate case citations? Litmas AI reports zero fabricated case citations to date. The platform uses a dual-layer citation validation system that checks every case and statute cited against verified U.S. court opinions before it reaches the attorney, and every cited fact links to its exact source, down to the page and line.
How is Litmas AI different from general AI tools like ChatGPT or Claude? General AI tools are built for iteration: draft something, see if it is close enough, and try again. Litigation does not allow for that kind of trial and error, since a brief is filed once and an inaccurate citation can cost a case or a law license. General AI tools are also built to give you what you want: confirm an argument, agree with the structure of the case. Litigators need to stress-test their arguments, to find the gaps and strengthen the analysis. Litmas AI addresses both: it verifies every cited fact against the underlying source material automatically, and it is built to assess rather than to blindly agree. Litmas AI operates on an attorney-in-the-loop model: attorneys still review and verify every citation before a filing goes out. Litmas AI was also built with an understanding of attorneys’ ethical duties. For those attorneys subject to California Senate Bill 574, Litmas AI may help attorneys ensure compliance, since the platform surfaces and preserves attorney judgment.
How is Litmas AI different from other AI legal tools? Most AI legal tools are built for a broad range of legal work, such as contracts, due diligence and general research, with litigation as one feature among many. Litmas AI takes the opposite approach. It is built only for litigation, end to end, from a demand letter through an appeal, with every citation verified against the underlying record rather than left to a general-purpose model to summarize or guess.
How long does it take to draft a motion with Litmas AI? Motion drafting time is reduced 60 to 80% using Litmas AI. A fully drafted, court-ready motion for summary judgment, typically a three-and-a-half to four week undertaking even for a well-staffed legal team, can be produced in as little as 90 minutes using the Agentic Associate.
Who is Litmas AI for? Litmas AI serves litigation firms of every size, from solo practitioners to large litigation departments, across all 50 states and federal jurisdictions, covering practice areas including personal injury, insurance defense, employment law and commercial litigation.
About Litmas AI
Litmas AI is the AI platform built exclusively for litigation by litigators, helping hundreds of litigation firms handle cases from the pre-suit process through appeals without hallucinations or black-box uncertainty of generic AI tools. Attorneys upload case materials, in any format and size, and the platform maps facts to legal elements and drafts pleadings, demand letters and motions with every citation and fact traced back to the source, formatted to the rules of all 50 states and federal courts. Litmas AI is SOC 2 certified and maintains HIPAA-compliant processes, and attorneys using Litmas AI typically see a 60-80% reduction in drafting time. Litmas AI was founded by Jason Weber, an experienced litigator who ran a Miami litigation firm for more than ten years and built the platform to solve the problems he lived firsthand.