Helping law firms get an edge in Roundup litigation

Pattern Data streamlines Roundup litigation by connecting exposure history and medical evidence into a single, review-ready profile. Our AI identifies non-Hodgkin’s lymphoma diagnoses tied to glyphosate use, flags ineligible claims early, and reduces wasted effort. With organized data and clear dashboards, legal teams can move through reviews faster and make confident decisions across their entire docket.

Tag and bookmark critical evidence

Pattern Data tags and organizes exposure details, treatment records, and supporting medical history across claimant files. Firms can instantly locate critical evidence and maintain consistency across reviewers.

Comprehensive Claimant Profiling

Connect medical, exposure, and treatment records into standardized Roundup case profiles. These profiles highlight key factors, identify data gaps, and surface eligibility criteria, which helps teams evaluate claims efficiently and prioritize the strongest cases.

Visualize Claimant Inventory

Get a real-time view of Roundup claims by eligibility status, exposure type, cancer category, and treatment history. Dashboards surface missing data, highlight trends, and help your team prioritize cases that are ready for review.

Claimant Work Product

Generate organized, case-specific reports that summarize exposure details, medical history, and supporting records for each Roundup claimant. These exports give attorneys and paralegals a clear, ready-to-use work product that speeds case preparation and improves collaboration across teams.

Key Criteria for Roundup Litigation Claims

Pattern Data helps legal teams quickly identify the factors that influence case strength in Roundup litigation, including:

Cancers linked to Roundup exposure: Non-Hodgkin’s lymphoma (primary), with some cases alleging leukemia or multiple myeloma.

Treatment history: Prior chemo, radiation, or use of immunosuppressants.

Confounding medical conditions: HIV/AIDS, Hepatitis C, Epstein-Barr Virus, autoimmune disorders, bacterial infections, or elevated LDH levels.

See tagged evidence in context

Reviewers can scan highlighted exposure details, treatment notes, and medical history directly within claimant records. This eliminates wasted time searching through documents and helps teams verify key facts quickly.

Claimant profile at a glance

View a standardized profile showing exposure category, cancer category, diagnosis details, and review progress alongside documents and exports. This helps teams confirm eligibility, spot missing fields, and move confidently to the next case.

Interactive case dashboards

Drill into claimant data with interactive dashboards that show eligibility, cancer type, exposure history, and treatment status. Visualizations help reviewers compare trends across the docket and identify gaps that need attention.

Generate claimant work product

Export claimant reports that compile exposure details, medical records, and supporting documentation into a single, court-ready file. Pattern Data ensures each report is consistent, accurate, and ready to share with co-counsel or administrators.

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.