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AI-Proposed Facts

Streamlined document review with AI-driven fact extraction

Stop losing evenings to manual document review and focus on strategy and analysis. Ask Casey, Casefleet's AI assistant, to read a document, a folder, or the whole case and propose facts for your chronology — each backed by a citation so you can verify everything against the record.

AI-powered fact extraction software

Reveal powerful insights

Casey reads your case documents and proposes facts and issues for inclusion in your chronology, each tied to the evidence it came from.

Track critical connections

Entity and issue linking connects facts to relevant elements in your case and the parties involved, helping you see relationships across your case at a glance.

Streamline fact management

Review, accept, edit, and save proposed facts directly from the conversation with Casey or the document viewer, with options to tag and categorize each fact using the key elements of your case.

Casey proposing facts extracted from case documents, each with citations, issue tags, and linked entities

Turn long documents into proposed facts

Ask Casey to find facts in pleadings, transcripts, and other records — for the whole case or a specific claim. Casey reads each source, identifies legally significant statements, and proposes facts with citations back to the evidence, turning long documents into structured facts in far less time. See Agentic Workflows for everything else Casey can do along the way.

AI-driven fact extraction software review

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I have a very large network of legal nurses. What stood out to me was that we have control over reviewing and creating a chronology, versus other software that uses AI to do it. All the features of Casefleet were exactly what I was looking for.

Legal nurse consultant, Ohio

Review, edit, and approve every proposal

Review every proposed fact before it reaches your case chronology. See the proposed language, check the citation in the document viewer or the conversation, then accept, refine, or dismiss each fact so your chronology always reflects your own legal judgment.

Casey working beside the document viewer while reviewing a case document
Organized case chronology built from accepted facts

See accepted facts directly in your chronology

Accepted facts flow straight into Casefleet’s fact management system with dates, issues, entities, and citations attached. Your chronology and timeline build themselves as you approve proposals without changing the workflows you already rely on.

Curious about AI-powered fact extraction?

Take Casefleet for a spin with our 14-day free trial.

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This tool is great and could be indispensable. Document summarization is the perfect use case for generative AI.

Criminal law attorney, Illinois

AI-proposed facts FAQs

How accurate is Casefleet's AI fact extraction?

Casey proposes facts based on your uploaded documents and case context, with a citation attached to each one — but you always verify citations and approve proposals before they’re added to your case chronology.

What types of documents work with AI-proposed facts?

Proposed facts work with the same document types supported by Document Intelligence, including pleadings, correspondence, contracts, deposition transcripts, AV transcripts, and other OCR‑processed case records.

Can I edit or modify the facts Casey proposes?

Yes. You can edit any proposed fact, adjust the language, or dismiss it entirely. Facts only appear on your Facts page after you accept them.

How do accepted facts integrate with my existing case workflow?

Accepted facts flow directly into your existing chronology and timeline, where you can tag, filter, and organize them alongside manually created facts — no new workflow required.

Is there an additional cost for using Proposed Facts?

Proposed Facts are available to accounts enabled for AI usage‑based features, with usage allotments that scale by user count. The feature leverages Casefleet's existing Document Intelligence capabilities. For current pricing and plan details, please visit our pricing page or contact our support team.

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