Bespoke Data Solutions

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.

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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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