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FOLIO Insights

INPUT: unstructured opinions and briefs. OUTPUT: short, tagged propositions, each tied to its source words.

Turn opinions, briefs, statutes, and treatises into short, tagged propositions. Each one keeps the exact words it rests on, so you can check it in one click.

Insights runs as a preview on a small synthetic corpus.

FOLIO Insights' review screen with a concept tree on the left and two extracted propositions, each labeled with a type, a confidence score, and Approve, Reject, and Edit buttons.
FOLIO Insights filtered to the concept Cross-Examination, showing one proposition about impeaching an expert witness.
FOLIO Insights' upload screen with a corpus list, a drop zone for many file types, and a Process Corpus button.
  1. 1 Insights lists each proposition it extracted from the synthetic demo corpus.
  2. 2 Labels show the proposition type, such as Best Practice or Advice, and a confidence score.
  3. 3 Reviewers approve, reject, or edit each proposition.
  1. 1 Choosing Cross-Examination in the concept tree narrows the queue to the propositions filed under it.
  2. 2 The concept header shows the identifier that each proposition links to.
  1. 1 Upload a corpus of Markdown, Word, PDF, email, or spreadsheet files, or a whole folder.
  2. 2 Process Corpus runs extraction on the uploaded files.

Try it

What it needs and where your data goes

API key
Your own LLM key (Anthropic, OpenAI, Google, or Ollama).
Processing
The server never holds a shared key.
License
MIT license. FOLIO and BFO ontology data carry CC-BY 4.0 attribution requirements.

Build with it

Run the pipeline from GitHub on your own sources.

How each role uses it

Law Department Legal Operations

tag business requests, outside-counsel work, and responses to business clients, so you see what the business asks for, who handles it, and what it costs.

Courts

classify the court's work by case type and area of law, so you measure speed to decision for each.

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