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Evidence Extraction & Issue Mapping

AI extracts facts from filings, maps evidence to legal issues with supports/contradicts relationships, and visualizes the strength of your case on every issue.

AI evidence extraction identifying key facts from South Carolina case documents with automatic timeline placement and case strength scoring
AI identifies the facts that matter and maps them to your case theory

The Problem

Every filing contains factual assertions that matter to your case — but extracting and organizing them is manual. You read through documents, highlight facts, and try to mentally connect them to your legal issues. Keeping track of which evidence supports which claim across dozens of filings and thousands of pages is overwhelming.

The Solution

Attorney Workbench uses AI to automatically extract factual assertions from every filing with confidence scores. Extracted facts are mapped to your legal issues with relationship types — supports, contradicts, or neutral — and strength ratings. The Evidence Map gives you a visual overview of the strength of your case on every issue at a glance.

How It Works

1

Extract Facts

Scan any filing and AI automatically extracts factual assertions — who did what, when, and where. Each fact gets a type (testimonial, documentary, physical), confidence score, and dispute status.

2

Map to Issues

Link facts to legal issues with relationship types. Does this fact support your claim or contradict it? How strong is the connection? The system suggests links and lets you confirm or adjust.

3

Visualize Strength

The Evidence Map shows every legal issue with its supporting and contradicting evidence. See at a glance where your case is strong, where it is weak, and where you need more evidence.

What's Included

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AI Fact Extraction

Scan any filing to automatically extract factual assertions. Each fact includes a confidence score, source reference (page/paragraph), and classification as testimonial, documentary, physical, or demonstrative evidence.

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Evidence-to-Issue Mapping

Link extracted facts to legal issues with relationship types: supports, contradicts, or neutral. Each link includes a strength rating from weak to strong. Build the evidentiary foundation for every claim.

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Evidence Map Visualization

Visual map showing how evidence connects to each legal issue. Nodes represent issues, edges represent evidence links color-coded by relationship type. See the strength of your case at a glance.

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Dispute Tracking

Mark facts as undisputed, disputed, or unknown. Focus your trial preparation on disputed facts where you need the strongest evidence.

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Google Drive Linking

Connect Google Drive documents to specific facts for source verification. The system suggests which Drive documents likely relate to which facts based on content analysis.

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Cross-Case Evidence

Share evidence across related cases in a case group. Facts established in one case can support claims in a sibling case — no re-extraction needed.

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Email Evidence

Search and link emails as evidence for specific facts. When an email contains a relevant admission or statement, connect it directly to the fact it supports.

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Fact Timeline

View all extracted facts in chronological order. See the story of your case unfold as a timeline of established facts from earliest to latest.

See It in Action

Product screenshots showing Evidence Extraction & Issue Mapping in Attorney Workbench.

AI extracting factual assertions from a court filing with confidence scores and dispute status tracking
AI reads filings and extracts facts with confidence scores
Chronological evidence timeline showing key facts from case inception through trial with source references
See the story of your case unfold as a timeline of established facts
Evidence Map visualization showing case strength by legal issue with supporting and contradicting evidence links
Visualize the strength of your case on every legal issue

Frequently Asked Questions

Each extracted fact includes a confidence score. High-confidence facts (clear factual statements with specific dates, names, and events) are typically very accurate. Lower-confidence facts (implied assertions, ambiguous language) are flagged for your review. You can accept, edit, or reject any extracted fact.
The Evidence Map is a visual representation of how your evidence connects to your legal issues. Each legal issue appears as a node, with evidence links shown as connections. Green links show supporting evidence, red links show contradicting evidence. The thickness of the link represents strength. It gives you a bird's-eye view of your case strength on every issue.
Yes. While AI extracts facts automatically, you can also add facts manually. This is useful for facts from physical evidence, witness interviews, or other sources that are not in your digital case file.
When cases are grouped together (e.g., related litigation involving the same parties), facts extracted in one case can be linked to issues in a sibling case. This is particularly useful for multi-defendant litigation or consolidated cases where the same evidence is relevant to multiple matters.
Yes. Extracted facts become source material for deposition question generation. When you create deposition prep for a witness, the system draws from the evidence database to generate questions aimed at establishing or challenging specific facts.

Works Great With

Issue Threading

Legal issues that evidence is mapped to.

Deposition Prep

Evidence feeds into deposition question generation.

Google Drive

Link Drive documents to specific evidence facts.

Ready to See It in Action?

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