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Mass tort litigation, rebuilt

Deep data becomes outcomes.

Bronson resolves raw litigation records into a living knowledge graph — and a clear, usable picture of the case.

  1. 01Deep data
  2. 02Extraction
  3. 03Knowledge graph
  4. 04Output
ContactSee the impact

Infrastructure for accountability.

Bronson is rebuilding the infrastructure behind mass tort litigation.

We help legal teams discover cases, process claims, finance litigation, and deliver compensation with greater speed, consistency, and scale.

These cases demand more than legal expertise. They require investigation, science, records, coordination, capital, and years of persistence. Bronson exists to help that work move faster, with greater clarity, consistency, and scale.

00What Bronson is

Bronson is the data and intelligence layer for mass tort litigation: it structures fragmented evidence into a knowledge graph and turns it into discovery, underwriting, valuation, and resolution — at scale.

  • What goes in

    Filings, medical records, regulatory disclosures, and environmental data — scattered across non-comparable silos.

  • What it becomes

    A single structured knowledge graph that resolves the same person, place, product, and exposure into one connected record.

  • What it drives

    Discovery, underwriting, valuation, operations, and resolution — run on evidence instead of guesswork.

How we keep this data secure
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Market Shift

Litigation is becoming an asset class.

Mass tort litigation has historically been driven by experience, relationships, and fragmented information. That is changing.

As data, AI, and automation mature, litigation is becoming more measurable, more financeable, and more scalable. The firms that can systematically discover opportunities, evaluate risk, coordinate claimants, and deploy capital will have a structural advantage.

Bronson is building the infrastructure to make that possible.

A dense network graph of interconnected case records, filings, and signals

Problem

The evidence already exists.

Mass tort generates some of the largest legal outcomes in the world. But the information required to understand those opportunities is often buried across disconnected records, systems, and workflows.

It lives in public records, court filings, regulatory databases, environmental reports, medical records, corporate disclosures, ownership structures, and years of litigation history.

  • That fragmentation makes it difficult to understand case quality, claimant status, defendant exposure, operational performance, and portfolio risk.

  • The result is slower execution, more expensive capital, and valuable cases that go undiscovered.

Bronson transforms fragmented information into structured intelligence, giving legal teams a clearer foundation for investigation, litigation, operations, and finance.

See the results

The premise

The evidence already exists. It is simply fragmented.

How it works

From deep data to outcome, in four moves.

Deep data is the scattered records, filings, and regulatory data of a single matter — the raw, disconnected material every case begins with.

01Deep dataIngestFragments → Corpus02ExtractionExtractCorpus → Entities03Knowledge graphConnectEntities → Graph04OutputActGraph → Outcome
See how the platform works
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Napoli Shkolnik PLLC

Napoli Shkolnik PLLC

Built Inside the Machine

Bronson was developed alongside Napoli Shkolnik, one of the country’s leading mass tort firms. The platform was shaped by decades of litigation experience, thousands of claimants, real operational bottlenecks, and complex matters across environmental contamination, toxic exposure, public health, and consumer harm.

It was not built around assumptions about litigation. It was built inside it.

$20B+

in mass-tort recoveries across the litigation the platform was shaped by — environmental, toxic-exposure, public-health, and consumer matters.
See worked examples

Proof

$20B+

in mass-tort recoveries shaped the platform — the litigation it was built inside.

See the provenance

  • Built inside Napoli Shkolnik

    Shaped inside one of the country’s leading mass-tort firms — not around assumptions about litigation.

  • Source-linked provenance

    Every extracted fact traces back to its origin document, so the record stays defensible.

  • Across the hardest matters

    Environmental, toxic-exposure, public-health, and consumer matters — the complex, document-heavy kind.

The flywheel

BRONSON AI

  1. More cases

    larger portfolios

  2. More data

    records, outcomes, signals

  3. Better discovery

    find opportunities earlier

  4. Better underwriting

    price risk with confidence

  5. Lower capital cost

    more efficient financing

  6. More acquisitions

    buy and onboard faster

Bronson AI Platform

One system for the full lifecycle of a case.

  • 01

    Discover

    Find litigation opportunities earlier by connecting public records, environmental data, regulatory filings, ownership structures, and litigation intelligence.

  • 02

    Process

    Move claimants, records, filings, deficiencies, providers, and settlement requirements through a more measurable operational system.

  • 03

    Finance

    Transform fragmented case information into clearer portfolio visibility, helping litigation capital move with greater confidence.

  • 04

    Resolve

    Support the workflows required to move cases from intake to compensation with greater transparency and efficiency.

Learn more

Every case strengthens the platform.

More cases create more data. Better data improves discovery, underwriting, and capital efficiency. Over time, Bronson becomes smarter, faster, and harder to replicate.

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