Engineered solutions for unprecedented litigation challenges

When standard tools fall short, we engineer what doesn't exist yet — custom data science solutions built for the unique demands of your matter.

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Uncover hidden insights within messy, complex, or fragmented datasets.

The Litigation Challenge

Some matters raise data problems no off-the-shelf tool can answer. Highly fragmented datasets, novel case theories, and unconventional evidence sources demand solutions that are reproducible, defensible, and grounded in empirical rigor.

The Covalynt Solution

We engineer custom data pipelines, analytical models, and bespoke frameworks tailored to your matter's exact constraints — transforming unconventional evidence into defensible, reproducible results that withstand scrutiny from courts and opposing experts.

Custom Data Engineering

Design bespoke pipelines tailored to the structure, limitations, and constraints of each matter.

Custom matching & eligibility logic

Engineer case-specific algorithms aligned with unique definitions, time periods, and eligibility criteria.

Applied Data Science & Modeling

Build classification, clustering, anomaly detection, and statistical models from scratch to fit case-specific requirements.

Exploratory analyses & strategic insight

Uncover hidden patterns and relationships that support strategy, negotiations, and expert perspectives.

Data Normalization & Enrichment

Standardize irregular inputs, resolve inconsistencies, and enhance raw data to enable reliable analysis.

Documentation & expert-ready deliverables

Produce fully transparent workflows, assumptions, and methods prepared for expert and judicial scrutiny.

Trusted in the highest-profile matters.

Our case experience:

Bush v. Rust-Oleum Corporation, et al.

Jimenez v. Artsana USA, Inc.

Perez v. Rash Curtis & Associates

Ozempic (Mass Tort)

Depo Provera (Mass Tort)

Wyland v. Woopla, Inc.

Whiting v. Yellow Social Interactive Ltd.

See the depth of our work >

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Henderson County
Kentucky Circuit Court
Whiting,
on Behalf of Themselves and all Others Similarly Situated,
plaintiffs,
v.
YELLOW SOCIAL INTERACTIVE LTD.,
defendants.
Case No.: 2023-CI-00358

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Henderson County
Kentucky Circuit Court
WYLAND,
on Behalf of Themselves and all Others Similarly Situated,
plaintiffs,
v.
WOOPLA, INC.,
defendants.
Case No.: 2023-CI-00356

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FOR THE EASTERN DISTRICT OF PENNSYLVANIA
IN THE UNITED STATES DISTRICT COURT
IN RE: GLUCAGON-LIKE PEPTIDE-1 RECEPTOR AGONISTS (GLP-1 RAS)
PRODUCTS LIABILITY LITIGATION
plaintiffs,
v.
THIS DOCUMENT RELATES TO ALL ACTIONS/ALL CASES
defendants.
Case 2:24-md-03094-KSM - MDL No. 3094
Civil Action
HON. KAREEN SPENCER MARSTON

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FOR THE EASTERN DISTRICT OF PENNSYLVANIA
IN THE UNITED STATES DISTRICT COURT
IN RE: GLUCAGON-LIKE PEPTIDE-1 RECEPTOR AGONISTS (GLP-1 RAS)
PRODUCTS LIABILITY LITIGATION
plaintiffs,
v.
THIS DOCUMENT RELATES TO ALL ACTIONS/ALL CASES
defendants.
Case 2:24-md-03094-KSM - MDL No. 3094
CIVIL ACTION
HON. KAREN SPENCER MARSTON

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Northern District of California
United States District Court
SANDRA McMILLION, JESSICA ADEKOYA, AND IGNACIO PEREZ,
on Behalf of Themselves and all Others Similarly Situated,
plaintiffs,
v.
RASH CURTIS & ASSOCIATES,
defendants.
Case No.: 4:16-cv-03396-YGR JSC
Yvonne Gonzalez Rodgers

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Southern District of New York
United States District Court
MASHAYILA SAYERS, BRITTNEY TINKER, JENNIFER MONACHINO, KIMBERLY MULLINS, HILDA MICHELLE MURPHREE, and AMANDA JIMENEZ,
individually and on behalf of all others similarly situated,
plaintiffs,
v.
ARTSANA USA, INC.
defendants.
Case No.: 7:21-cv-07933-VB
Hon. Vincent L. Briccetti

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Northern District of California
United States District Court
ANTHONY BUSH,
individually and on behalf of all others similarly situated,
plaintiffs,
v.
RUST-OLEUM CORPORATION,
defendants.
Case No.: 3:20-cv-03268-LB
ORDER GRANTING PRELIMINARY APPROVAL OF SETTLEMENT
Hon. Laurel Beeler, United States Magistrate Judge

Bespoke Data Solutions

Solve unique data challenges with custom engineering and analytics.

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Classresolution

Build a unified, audit-ready data foundation for certification.

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Deepvalidation

Maximize notice reach with enriched, accurate contact data.

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ClaimScore

Protect settlement funds with defensible, evidence-based fraud detection.

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