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Words to Data

Words to Data is an AI-powered Legal AI tool — A SQLite-powered legal research database that tracks U.S. Code revisions, amendments, and court opinions for AI agents and lawyers. Best for: Legal AI. Pricing: Free (GateOnAI Score: 67/100).

A SQLite-powered legal research database that tracks U.S. Code revisions, amendments, and court opinions for AI agents and lawyers

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Words to Data is a Rust command‑line tool and library that builds a SQLite dataset of the U.S. Code, its public law amendments, and court opinions from CourtListener, linking each citation to the exact provision it references. The dataset includes release points for each title, amendment links, case law citations, and can also store House roll calls. AI agents use the dataset to answer legal questions with quoted text and verifiable addresses, while reviewers can see how each link was created and record confirmations or refutations. Researchers and developers can access the data via the command, the SQLite file, or the Rust library, and the official SLEUTH skillset enables agents to query the dataset without building it themselves. Setup requires 6 GB of free disk space and uses the pi installer, which adds Node.js when needed, but no Rust, curl, or zstd are needed on the user’s machine.

Summary written from Words to Data's own website on 30 Oct 2026. Check the vendor's website for current details.

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How to evaluate Words to Data before you buy

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Questions to ask the vendor

  1. Will you sign a GDPR data processing agreement (Article 28) and share your list of sub-processors?
  2. Where is our data stored and processed, and is it used to train your models?
  3. Are there usage limits on the free version, and could it become paid?
  4. Can we export all our data, and how is it deleted when we cancel?
  5. (Legal AI) How are confidential client documents protected, and are they used to train models?
  6. (Legal AI) Does the tool cite its sources so that every answer can be checked?

EU AI Act

AI intended to be used by or on behalf of a judicial authority, or in alternative dispute resolution, to research and interpret facts and the law is listed as high-risk in Annex III of the EU AI Act. Most use by law firms and in-house legal teams is not in this list, but ask the provider how it classifies Words to Data. This is general information, not legal advice.

Full checklist: 43 questions to ask an AI vendor · Alternatives to Words to Data · Compare Words to Data with 3PEAT

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