# WOLF AI - FCA case intelligence for plaintiff-side law firms

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WOLF stands for the Whistleblower Operations & Litigation Framework.

WOLF AI is an early-stage platform that helps qui tam teams organize
evidence, build chronologies, trace claims, and prepare complaint-support
work faster. The product is built around plaintiff-side workflows, with
source-linked outputs and human review at every step.

**Primary action:** [Book a Demo](https://forms.gle/YfFwuC8zijjwoFx86)

## Why teams look at WOLF AI
- Built for plaintiff-side FCA workflows
- Useful for healthcare fraud investigations
- Source-linked outputs with page-level citations
- Human review first

## Why we are building
WOLF AI is an early-stage company focused on the document-heavy work behind
FCA and qui tam matters, especially where public dollars, healthcare
billing, and complex evidence trails intersect.

**Follow the documents. Preserve the chain of proof.**

We help whistleblower firms organize case materials, connect key facts, and
produce filing-support work that attorneys can review with confidence.

## The problem: FCA case prep is still painfully manual

What slows teams down:
1. Evidence scattered across emails, PDFs, billing records, and notes.
2. Manual chronology building that takes weeks per matter.
3. Difficult claim-by-claim tracing across hundreds of documents.
4. Complaint preparation bottlenecked by associate bandwidth.

What WOLF AI changes:
1. Centralized matter workspace with all evidence in one place.
2. Source-linked timelines and entity extraction in hours.
3. Structured claims analysis mapped to specific evidence.
4. Faster attorney review and filing-preparation workflows.

## One platform. End-to-end case intelligence.

| Module | What it does | Output |
| --- | --- | --- |
| Matter Intake | Organizes documents, records, billing, emails, and notes into a structured workspace. | Tagged matter file |
| Evidence Review | AI-assisted review flags relevant passages and billing anomalies. | Flagged evidence with citations |
| Chronology Builder | Extracts dates, events, and actors to build source-linked timelines. | Interactive case timeline |
| Claims Mapping | Maps false claims to supporting documents and regulations. | Claims ledger with traceability |
| Damages Workup | Organizes damages analysis and methodology. | Damages estimate with methodology notes |
| Complaint Support | Produces structured allegation packets for attorney drafting. | Complaint support packet |

## How WOLF AI works

1. **Ingest** - Upload matter documents, notes, claims data, and evidence into a secure workspace.
2. **Structure** - WOLF AI extracts entities, dates, claim events, and supporting facts.
3. **Analyze** - The platform builds chronologies, links sources, and organizes case intelligence.
4. **Prepare** - Attorneys review outputs, validate findings, and move faster toward filing.

## Outputs attorneys can actually use
- Source-linked chronology
- Entity relationship map
- Reviewed claims ledger
- Evidence summary by allegation
- Damages workup support
- Complaint support packet

## FAQ (short)
- **Who is WOLF AI for?** Plaintiff-side law firms handling FCA and qui tam litigation.
- **Does it replace attorney judgment?** No. It structures case intelligence so attorneys can review faster.
- **Are outputs source-linked?** Yes. Every entry links back to the specific document, page, and passage.
- **Can firms review and edit everything?** Yes, all outputs are editable.
- **Is there a public API or MCP server?** Not currently.

## Next step
See the platform in action: [Book a Demo](https://forms.gle/YfFwuC8zijjwoFx86)

Related pages:
- [Products](https://getwolf.ai/products)
- [Why WOLF AI](https://getwolf.ai/why-wolf)
- [Who We Build For](https://getwolf.ai/customers)
- [About](https://getwolf.ai/about)
- [Resources](https://getwolf.ai/resources)
- [Careers](https://getwolf.ai/careers)