AI-Powered Case Evaluation for Roundup Litigation

Pattern Data uses AI to help law firms rapidly and deeply evaluate Roundup claims earlier in the process. Pattern reviews evidence and medical records to identify potentially qualifying injuries and filter out ineligible claims before your team expends significant time and resources. Pattern helps you navigate your entire docket with powerful visualizations, enabling cohort analysis, and providing granular insights that illuminate trends and exceptions across your cases.

Tag and bookmark critical evidence

Automatically highlight key exposure data and medical risk factors.

Visualize case inventory

Track docket progress with real-time analytics by case type, review stage, and litigation-readiness.

Prepare submission-ready materials

Export clean, structured work products to support firm negotiations or third-party processing.

Scale without extra headcount

Batch process thousands of claims using advanced OCR, AI tagging, and built-in workflow automation.

What to look for in Roundup litigation claims

Pattern Data thoroughly understands the Roundup litigation, its underlying science, and the factors that influence case strength and weaknesses.

Cancers commonly linked to glyphosate exposure

History of treatments like chemo, radiation, or immunosuppressants

Relevant medical histories, such as personal medical history of HIV/AIDS, Hepatitis C, Epstein-Barr Virus, autoimmune disorders, bacterial infections, and elevated LDH measurements

Bookmark key data points & reference pages

Intelligently tag and bookmark records by exposure dates or categories, transforming unstructured data into organized, actionable information.

Create claimant profiles

Build detailed, standardized profiles from medical record findings, ensuring consistent and complete case data for every claimant.

Track Roundup claim inventory & progress

Visualize your entire Roundup case inventory with clear overviews of review progress, eligibility, and key stats across major categories.

Generate claimant work product

Clearly communicate the facts and evidence of your cases with exportable work products.

How law firms use pattern data.

At Pattern Data, we ensure the latest security technologies and procedures are in place to keep your clients’ information safe. Here are some of the steps we take to safeguard your data.

Batch Process Records

Process large caseloads quickly using our advanced data processing, tailored specifically for mass tort litigation.

Advanced OCR technology

Convert unstructured medical data into structured, actionable information tailored to Roundup settlement criteria.

Automated recalculations

Easily adapt to new settlement criteria or injury updates with our system’s automated recalculations and export features.

Seamless integration and customization

Integrate with existing processes seamlessly, using customizable scripts, automated actions, and workflow settings to optimize efficiency.

Frequently Asked Questions

What is the Roundup lawsuit about, and what are the key legal developments?

The Roundup lawsuit alleges a link between exposure to glyphosate, a key ingredient in Monsanto's (now Bayer's) Roundup pesticide, and the development of Non-Hodgkin's Lymphoma (NHL). Significant legal developments include Bayer setting aside over $10 billion for settlements in 2020 , and recent large jury awards, such as a $2.25 billion award in 2024 for a plaintiff diagnosed with NHL after using Roundup for two decades.

How does Pattern Data help law firms manage and process Roundup claims efficiently?

Pattern Data empowers law firms to manage high-volume Roundup litigations by automating critical processes. Our AI-driven platform precisely extracts and analyzes evidence from medical records, automatically filtering non-qualifying cases at intake to ensure a cleaner docket. This streamlines evidence collection, enhances case evaluation, and provides real-time insights, helping firms work smarter, not harder.

What specific medical conditions are considered "qualifying injuries" in the Roundup litigation?

The litigation specifically deals with Non-Hodgkin's Lymphomas (NHL). While all NHL diagnoses after 1970 are potentially valid, different subtypes are treated differently. Pattern Data tracks specific aggressive NHL variants like Diffuse Large B-Cell Lymphoma (DLBCL) and Burkitt's Lymphoma, as well as indolent types such as Chronic Lymphocytic Leukemia (CLL) and Follicular Lymphoma, as these can have special considerations in settlement negotiations.

Beyond the primary diagnosis, what other medical factors does Pattern Data analyze that are relevant to Roundup claims?

Pattern Data captures nuanced medical information such as recurrence and remission of NHL, with longer remission periods potentially affecting claim value. We also identify pre-existing immune conditions like HIV/AIDS, Epstein-Barr Virus, or Hepatitis C, and immunosuppressive medications, as these can be associated with white blood cell abnormalities and may reduce claim value. Additionally, we capture LDH levels, which correlate with NHL severity.

How does Pattern Data handle the complexities of exposure documentation for Roundup claims?

Pattern Data is designed to capture various forms of exposure proof. For residential exposure, Pattern can process affidavits for critical exposure information. However, for occupational/commercial claimants, we can capture details like employment proof, exposure location, duration, and mechanism, which may be important for understanding claim quality. Our system supports multiple entries to account for mixed occupational and residential usage.

Given the expected size and evolving criteria of this Roundup settlement, how does Pattern Data provide an edge?

Pattern Data empowers firms to drive faster resolutions by centralizing case development, streamlining claims adjudication, and automating case valuation with real-time insights. Our AI-powered platform helps firms adapt to evolving criteria, reduce costs, and secure stronger outcomes without unnecessary delays.