safelegalaidata/legal-ai-enforcement-register

Consumer legal-AI enforcement, UPL and authorisation register

43 official actions about AI-enabled legal services offered to the public — regulator enforcement, unauthorized-practice rulings and opinions, regulatory-sandbox and licensing authorisations that the regulator itself describes as AI or technology based, court and access-to-justice AI deployments for self-represented people — each dated and sourced to the regulator or court.

Built 2026-09-08 by SafeLegalAI (Cognesio LLP). Canonical pages: safelegalai.com/regulation/enforcement · repository, pipeline and issues: https://github.com/SafeLegalAI/legal-ai-enforcement-register · this mirror: https://huggingface.co/datasets/safelegalaidata/legal-ai-enforcement-register.

Every row carries source_url, fetched_at and, where the Wayback Machine accepted the page, archive_url; url links the canonical page on safelegalai.com; notice carries the terms below. Full schemas: schema/.

One official action, one row: date, category (regulator-enforcement · upl-litigation · upl-opinion · sandbox-authorisation · regulator-register · court-a2j-deployment · policy-statement), jurisdiction, actor, entity, entity_slug, action_type, outcome, docket, regulator_ai_flag and the regulator's own regulator_descriptor, a 40–60-word summary, source_url, secondary_url, archive_url, licence, right_of_reply.

actions by category

actions by jurisdiction

actions by entity

Method

Federal Register API and FTC matter pages, federal court opinions, state supreme court orders (Utah Office of Legal Services Innovation register and its authorisation orders), the SRA, Law Society of Ontario and Law Society of BC registers, the Bundesgerichtshof. An entity appears only if it has at least one official action or register entry — this register never reviews, rates or recommends a consumer service. Allegations are stated as the regulator framed them and paired with the outcome.

SafeLegalAI records what courts, regulators, legislatures and vendors' own public pages state; it does not infer, rank or advise. Coding columns are SafeLegalAI's good-faith reading for comparison, not findings about any person or body. Corrections and right of reply: safelegalai.com/report.

Licence and notices

US federal works and judicial opinions are public domain; state court orders are edicts; regulator prose is quoted at ≤25 words with attribution (SRA terms permit short extracts). The compilation and coding are CC BY 4.0 — attribute SafeLegalAI (safelegalai.com), published by Cognesio LLP. Code is Apache-2.0.

Provided as is, without warranty. Not legal advice. SafeLegalAI (Cognesio LLP) records what courts, regulators, legislatures and vendors' own public pages state; the linked official documents are the record. Names and marks belong to their owners. Anyone named may reply: https://safelegalai.com/report. Full terms: https://safelegalai.com/disclaimer See DISCLAIMER.md and NOTICE in this repository.

Uses

Suited to: counting and comparing what the record shows (by court, jurisdiction, date, actor, outcome, status); building watch-lists and alerts from source_url/fetched_at; grounding retrieval or summarisation on cited primary documents; teaching and library guides that need a dated, sourced list.

Not suited to: ranking products, people or courts; inferring prevalence beyond what a court or regulator has itself stated; any use that treats a coding column as a finding of fact or law. Where a row names a person or organisation it does so as they appear in a public document; anyone named may request a correction or right of reply at https://safelegalai.com/report.

Cite

SafeLegalAI (Cognesio LLP), "Consumer legal-AI enforcement, UPL and authorisation register", v0.1.1, 2026-09-08. https://huggingface.co/datasets/safelegalaidata/legal-ai-enforcement-register — CC BY 4.0. Canonical: https://safelegalai.com/regulation/enforcement

@dataset{safelegalai_legal_ai_enforcement_register_0_1_1,
  title        = {Consumer legal-AI enforcement, UPL and authorisation register},
  author       = {{SafeLegalAI (Cognesio LLP)}},
  year         = {2026},
  version      = {0.1.1},
  url          = {https://safelegalai.com/regulation/enforcement},
  note         = {Mirror: https://huggingface.co/datasets/safelegalaidata/legal-ai-enforcement-register. Data CC BY 4.0. Built 2026-09-08.}
}