Best-In-Class Litigation Agents. Find Hidden Cases. Acquire Plaintiffs. Win More.

Find Hidden Cases. Acquire Plaintiffs.
Win More.

We identify emergent harms, acquire plaintiffs at scale, and deploy AI-native

e-discovery—all before other law firms log into Microsoft Outlook.

We identify emergent harms, acquire plaintiffs at scale, and deploy AI-native e-discovery—all before other law firms log into Microsoft Outlook.

We identify emergent harms, acquire plaintiffs at scale, and deploy AI-native e-discovery—all before other law firms log into Microsoft Outlook.

We identify emergent harms, acquire plaintiffs at scale, and deploy AI-native e-discovery—all before other law firms log into Microsoft Outlook.

Stay up to date with latest developments

Stay up to date with latest developments

WhyHow

WhyHow

WhyHow

Potential Case Detected

18 months before lawsuit

Potential Case Detected

18 months before lawsuit

Potential Case Detected

12 months before lawsuit

Potential Case Detected

12 months before lawsuit

Forum

Class Action Buzz

Forum

Class Action Buzz

Publications

Scientific Research

Publications

Scientific Research

Reddit

User Complaint

Reddit

User Complaint

FDA

Safety Notice

FDA

Safety Notice

WhyHow

WhyHow

WhyHow

Potential Case Detected

18 months before lawsuit

Potential Case Detected

18 months before lawsuit

Potential Case Detected

18 months before lawsuit

Potential Case Detected

12 months before lawsuit

Potential Case Detected

12 months before lawsuit

Potential Case Detected

12 months before lawsuit

Forum

Class Action Buzz

Forum

Class Action Buzz

Forum

Class Action Buzz

Publications

Scientific Research

Publications

Scientific Research

Publications

Scientific Research

Reddit

User Complaint

Reddit

User Complaint

Reddit

User Complaint

FDA

Safety Notice

FDA

Safety Notice

FDA

Safety Notice

Time Is Your Edge. Proof Is Ours.

$0B
$0B

Of historical mass tort / class actions predicted by AI model across selected practice areas

Of historical mass tort / class actions predicted by AI model across selected practice areas

50%
50%

of mass tort / class actions predicted across multiple practice area

of mass tort / class actions predicted across multiple practice area

50x
50x

faster case viability assessment versus traditional attorney time

faster case viability assessment versus traditional attorney time

From Signal to Lawsuit

We generate new cases, and support existing cases all the way to signed retainers

Detect Legal Opportunities Early

We scan public data to find legal risks before others do.

Validate and Prepare the Case

We apply your legal logic to validate cases and deliver reports.

Validate and Prepare the Case

We apply your legal logic to validate cases and deliver reports.

Acquire Plaintiffs and Support Litigation

We help you find plaintiffs and support your team with AI tools.

Acquire Plaintiffs and Support Litigation

We help you find plaintiffs and support your team with AI tools.

A Modular Ecosystem that Grows with Each Case

Start with what you need — case intelligence, plaintiff acquisition, or litigation support. Expand into a full-stack AI system that scales with your firm.

Case
Intelligence

Engine

Case
Intelligence

Engine

Case
Intelligence

Engine

Case
Intelligence

Engine

Each module works independently. Together, they compound value

Each module works independently. Together, they compound value

Each module works independently. Together, they compound value

Each module works independently. Together, they compound value

Plaintiff Acquisition

Plaintiff Acquisition

Plaintiff Acquisition

Plaintiff Acquisition

Identifies, qualifies, and onboards real plaintiffs

Identifies, qualifies, and onboards real plaintiffs

Identifies, qualifies, and onboards real plaintiffs

Identifies, qualifies, and onboards real plaintiffs

AI-Powered Litigation Tools

AI-Powered Litigation Tools

AI-Powered Litigation Tools

AI-Powered Litigation Tools

Discovery, doc review, and internal AI tools

Discovery, doc review, and internal AI tools

Discovery, doc review, and internal AI tools

Discovery, doc review, and internal AI tools

Opportunity Reports

Opportunity Reports

Opportunity Reports

Opportunity Reports

Case summaries and actionable insights

Case summaries and actionable insights

Case summaries and actionable insights

Case summaries and actionable insights

Practice

Area Logic

Practice

Area Logic

Practice

Area Logic

Practice

Area Logic

Codified legal reasoning per vertical

Codified legal reasoning per vertical

Codified legal reasoning per vertical

Codified legal reasoning per vertical

Looking for Practice Area Exclusivity?

We currently offer exclusive partnerships in select categories.

  • Defective Medical Devices

  • Defective Consumer Goods

  • Consumer-protection class actions

  • Toxic tort & environmental contamination

  • Automobile Manufacturers

  • Antitrust & competition

  • Securities Class Action

Already secured exclusivity by a partner Firm

Already secured exclusivity by a partner Firm

data-related violations

Built by Cambridge / Harvard legal teams and ML Phds

Built by Cambridge / Harvard legal
teams and ML Phds

Our team blends PhD-level NLP expertise with legal industry experience to build agents that work in the real world, not just the lab.

Backed by advisors and angel investors from leading litigation firms, venture funds, and legal tech

Ready to Catch the Next Case Before It Breaks?

We’ll customize our system around your focus area, and deliver early signals you can act on right away.

We’ll customize our system around your focus area, and deliver early signals you can act on right away.

From the People Who Know

Direct perspectives from the people who’ve seen this work

“WhyHow’s value proposition is designed to supercharge our litigation strategy — we would be able to move faster, uncover stronger cases earlier, and cut costs without sacrificing precision.”

C-Suite

C-Suite

Top Plaintiff Litigation Firm

Top Plaintiff Litigation Firm

FAQs

Find answers to your most pressing questions about our custom AI solutions for law firms.

How is this different from other legal tech platforms?

How is this different from other legal tech platforms?

How is this different from other legal tech platforms?

How is this different from other legal tech platforms?

How is this different from other legal tech platforms?

can I just use your case intake team or case intelligence team?

can I just use your case intake team or case intelligence team?

can I just use your case intake team or case intelligence team?

can I just use your case intake team or case intelligence team?

can I just use your case intake team or case intelligence team?

How early can you detect a potential lawsuit?

How early can you detect a potential lawsuit?

How early can you detect a potential lawsuit?

How early can you detect a potential lawsuit?

How early can you detect a potential lawsuit?

What types of practice area do you support?

What types of practice area do you support?

What types of practice area do you support?

What types of practice area do you support?

What types of practice area do you support?

How big is this market?

How big is this market?

How big is this market?

How big is this market?

How big is this market?

Build a Smarter, Faster Litigation Practice

Partner with us to detect cases earlier, acquire plaintiffs faster, and scale your legal impact with purpose-built AI.

Partner with us to detect cases earlier, acquire plaintiffs faster, and scale your legal impact with purpose-built AI.

Stay up to date with latest developments

Stay up to date with latest developments