Case review in mass torts has historically been very manual. In a recent The LegalTech Fund InStudio conversation, Matt Francis describes how that process works and where it starts to break down.
Pattern Data
Software Development
Charlotte, North Carolina 9,310 followers
Get an edge in mass tort litigation with faster, smarter case review and analytics.
About us
Pattern Data helps law firms and settlement administrators resolve mass tort cases faster, more accurately, and with greater confidence. Our platform connects every stage of litigation—from screening and development through settlement—so teams can manage complex dockets with clarity and precision. Pattern replaces manual, fragmented workflows with structured data, automation, and real-time insights. Firms identify stronger cases earlier, close evidentiary gaps, and generate compliant settlement submissions with less effort and greater transparency. Trusted across 30+ litigations and more than 1 million cases, Pattern Data delivers clarity, speed, and confidence in every mass tort.
- Website
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https://patterndata.ai/
External link for Pattern Data
- Industry
- Software Development
- Company size
- 11-50 employees
- Headquarters
- Charlotte, North Carolina
- Type
- Privately Held
- Specialties
- Legal Tech , AI, MDL, Case Evaluation, Settlement Analytics, Claims Processing, Litigation Automation, and Medical Records Analysis
Locations
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Primary
Get directions
229 S Brevard St
3rd Floor
Charlotte, North Carolina 28202, US
Employees at Pattern Data
Updates
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Our CEO Matt Francis joined Gordon Crenshaw at The LegalTech Fund's InStudio podcast for a conversation on mass tort operations, AI, and where the industry is heading. One thing he said stuck with us. Firms stopped re-evaluating their cases mid-litigation not because they lacked the interest, but because the cost and time of rework made it impossible to justify. We unpacked that dynamic in a new post on the blog. Link in the comments.
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If your firm uses Litify, here is something worth knowing. Pattern now integrates directly with it. That means your cases and documents move from Litify into Pattern automatically. When review is complete, results write back to the correct case in Litify without any manual steps. No manual transfers. No data left in the wrong place. One configuration session to set up. No changes to your existing Litify org required. For firms already on Litify, this is a faster, cleaner way to get Pattern working within your existing workflow. For firms considering Litify, it is one more reason the timing makes sense. Learn more at the link in comments. #MassTort #LegalTech #Litify #LitigationManagement #PatternData
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On site in Richmond today. Something big is coming. July. #MassTorts #legaltech
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We just keep growing! This month, we’ve added a couple more to the team. Jason Shipman joins as a Staff Software Engineer. Jason brings over 12 years of experience across backend services, embedded systems, and engineering. He was most recently building a commercial game engine from scratch during a self-directed sabbatical. He now turns that focus to the backend systems and core APIs that drive how legal teams evaluate and manage mass tort dockets. Matthew Toner joins as an Account Executive. Matt comes with a background spanning enterprise sales, partnerships, and co-founding a company he eventually sold. Most recently he was at Entromy, working on real-time organizational intelligence for PE-backed firms. At Pattern, he'll be working directly with mass tort law firms to help them get more out of their case inventory. Glad to have both on board. Welcome, Jason and Matt!
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The team is headed to Puerto Rico for MTPR next week! We're looking forward to a few days of great conversations, new connections, and time with the people shaping the future of litigation. If you’ll be in San Juan, let’s connect. Matt Francis Calvin Z. Bonner Matthew Toner Mass Torts Puerto Rico
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AI adoption in mass tort practice has moved quickly. The conversation at MTMP this year reflected that. Pattern Data CPO James Nix joined Nathan Walter, Eric Baum, Tim Short , and Luis Prasad-Bernier on the AI Driven Solutions panel to talk through one of the most common questions firms are asking right now: Do you need purpose-built legal platforms, or are general tools enough, and how should firms think about both? Key takeaways are on the blog. https://hubs.la/Q04dftpX0
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We've added some great people to the team over the past couple of months! Drake Foote joined in February as an Analytics Developer II. He spent nearly five years at SkySlope, where he was the first analytics hire and built out their analytics function from the ground up. He's now doing the same kind of foundational work here - building the models and reporting that drive how we classify and value claimants across client dockets. Freya Patel also joined in March as an Analytics Developer II. She comes from Honeywell, where she spent four years as an IT Data Analyst, and is wrapping up her Master's in Applied Data Science at Michigan this spring. She hit the ground running on live client work from day one. Addie Johnson rounds out the group as our new Senior Product Designer, based right here in Richmond! She brings eight years of product design experience, most recently at CarMax where she worked on AI-powered document review at scale. She's already deep in the platform and the early results on our design system speak for themselves. So glad to have all three on board - welcome, Drake, Freya, and Addie!
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As we continue to grow, we’re excited to share that we’ve added a new Client Success Manager role and are hiring across five open positions. As a Client Success Manager, you’ll own a book of business and serve as the day-to-day contact for law firm partners, senior counsel, and operations leads. A big part of the role is litigation consulting - you’ll need to understand each firm’s active litigations well enough to surface the right insights, flag risk early, and translate what you’re seeing into action. If you like getting into the details of how things actually work, this role is for you. The full list: 1️⃣ Client Success Manager 2️⃣ Account Executive 3️⃣ Software Engineer (Entry) 4️⃣ Software Engineer (Senior-Staff) 5️⃣ Senior Product Manager, Integrations & Platform Link in the comments.
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Headed to #MTMPSpring26 next week. If you’re there, come find the team at Booth #60. Mass tort litigation breaks down at scale because of missing records, shifting criteria, and cases that aren’t ready in time. Pattern fixes that with full docket visibility and settlement-ready outputs. ⏱️ Catch Pattern's Co-founder and CPO James Nix's panel on AI-Driven Solutions for Mass Tort Litigation. Wednesday | 8:15 AM Matt Francis James Nix Ashley Grodnitzky Calvin Z. Bonner Mass Torts Made Perfect
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