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Overview
Pattern Data runs a software-as-a-service platform for law firms, especially those handling mass torts, to streamline the litigation process. The platform automates repetitive tasks like sifting through medical records, performs fast full-case reviews, predicts case quality, and analyzes settlements, while digitizing and organizing client data into executive reports for decision-making. It differentiates itself by targeting mass-tort workflows and combining document-heavy automation with strategic analytics to boost speed, accuracy, and firm profitability. Its goal is to help law firms reduce backlog, improve efficiency, and increase profitability through a trusted AI-assisted workflow.
About Pattern Data
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Legal
Company Size
11-50
Company Stage
Seed
Total Funding
$1.2M
Headquarters
Charlotte, North Carolina
Founded
2020
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Simplify's Take
What believers are saying
- Pattern's site updated July 29, 2026, and lists active litigations across many MDLs.
- A 2026 testimonial from Beasley Allen highlights adoption in JUUL, Paraquat, 3M, and Camp Lejeune.
- MTMP Spring 2026 coverage shows continued demand for AI-driven mass tort evaluation workflows.
What critics are saying
- PitchBook still shows only $1.15 million raised since the 2022 seed round.
- Pattern relies on plaintiff-firm workflows, so one major platform loss would crater revenue.
- Competitors like Relativity and Epiq already own adjacent legal review and settlement markets.
What makes Pattern Data unique
- Pattern Data specializes in mass tort workflow, including PFAS, Roundup, and Zantac.
- Its lens-based platform spans intake, evidence development, and settlement allocation for one litigation.
- Pattern claims same-day document processing and 7 to 10x better review throughput.
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Funding
Total Funding
$1.1M
Below
Industry Average
Funded Over
1 Rounds
Industry standards
Benefits
Flexible Work Hours
Remote Work Options
Growth & Insights
6 month growth
↑ 0%1 year growth
↓ -6%2 year growth
↑ 10%Pattern Data is Hiring for 7 Jobs on Simplify!
Find jobs on Simplify and start your career today
About Pattern Data
Industries
Data & Analytics
Enterprise Software
AI & Machine Learning
Legal
Company Size
11-50
Company Stage
Seed
Total Funding
$1.2M
Headquarters
Charlotte, North Carolina
Founded
2020
Pattern Data is Hiring for 7 Jobs on Simplify!
Find jobs on Simplify and start your career today