Data-driven, backend claim analysis, in real-time.
Bulk review claims using data-driven backend analysis via file transfer.
Aggregated results from a data-driven backend analysis to gain case insights
Aggregated results from a data-driven backend analysis to gain case insights
After several brainstorming sessions on how to detect and stop claims fraud at scale, the founding team formally incorporated to build a solution.
While working two class actions simultaneously — one as defense counsel, one as plaintiff counsel — Don found that fraudulent claims outnumbered actual class members in both cases. He brought the pattern to Bryan, and the scale of fraud in class action settlements became impossible to ignore.
Covalynt officially brought DeepValidation and ClassResolution to market, completing a suite that supports litigation end to end. The company has now been retained on 80+ matters and reviewed over 250 million records, class members, claims, and notice records — playing an instrumental role in one of the largest data breach cases and among the largest BIPA/CIPA and class action matters to date.
ClaimScore launched in closed beta, bringing evidentiary, data-science-based fraud detection and eligibility validation to claims intake.
With that partnership in place, the company entered the marketplace and began working with settlement administrators and counsel at scale.
The company partnered with Rock Venture Group to expand its reach and accelerate go-to-market.
ClaimScore became available as an enterprise API, supporting real-time claim scoring alongside bulk and retroactive analyses of existing claim populations.
DeepValidation launched in closed beta, turning resolved records into validated contact data for direct notice and generating signals to guide indirect notice and outreach.
Conversations with core partners surfaced demand for capabilities earlier in the case lifecycle — before claims are ever filed — shaping the next generation of the product suite.
The company rebranded from ClaimScore to Covalynt, reflecting a shift from a class action claims tool to a data platform for complex litigation — starting at records rather than claims.
Our vision and beliefs shape how we bring clarity to complex litigation
To bring scientific rigor, engineered precision, and defensible clarity to every stage of complex litigation by uniting legal expertise with advanced data science and systems engineering.
We deliver structured, defensible, and scientifically grounded solutions that withstand scrutiny, enhance fairness, and solve the litigation data challenges no one else can.
We’re the new methodology built for the data reality of modern cases.
Engineered by data scientists—not repackaged from legacy workflows
Built to solve root-cause data problems, not surface-level symptoms
Proven across high-profile, multi-year, real-world case deployments
Built to withstand audits with transparent, fully reproducible logic.
25+ years in complex litigation, navigating the realities of large-scale cases, high-stakes settlements, and the increasing complexity of class data.
About Don >
Bryan’s foundation in systems engineering and applied data science, building solutions for large, fragmented datasets in other highly regulated environments.
About Bryan >Awards & recognitions
The Anti-Fraud Triangle — developed in partnership with Digital Disbursements (Western Alliance Bank) — was named Innovation of the Year in the Cybersecurity & Fraud category. The solution combines real-time payment screening, AI-driven fraud scoring, and settlement-administrator tools to combat fraudulent class action and mass tort claims. In 2024 alone, it flagged over 800 million suspect submissions and prevented more than $100 million in improper payouts.
ClaimScore was named Startup of the Year at the 6th annual American Legal Technology Awards, held at Suffolk University Law School in Boston. Judges recognized the company for demonstrating that integrity and accessibility can coexist in AI-driven fraud detection, noting that its real-time validation technology protects settlement funds while preserving the path for legitimate claimants.
ClaimScore was named a finalist in the Best Use of Artificial Intelligence (E-Discovery & Litigation) category at the 2025 Legalweek Leaders in Tech Law Awards, recognizing its AI-powered claim validation platform for cutting-edge innovation in litigation technology.
ClaimScore was named a finalist in the New Law Company of the Year category at the 2025 Legalweek Leaders in Tech Law Awards, highlighting its emergence as a standout innovator in the legal technology space.
ClaimScore was named a finalist in the Enabling Access to Justice category at the 2025 Legalweek Leaders in Tech Law Awards, recognized for its role in ensuring that legitimate class members receive the settlement funds they are entitled to by filtering out fraudulent submissions.
