Cite as: Real Problem AI problem “Do California lawyers now have to disclose AI use in every court filing under SB 574?”. Opportunity score 7.8 out of 10 (severity 8, AI feasibility 8, market signal 8, competition gap 7). Category LegalTech & Compliance. Trend LLM. Source signal: r/LawFirm post "California Lawyers Who Use AI: How are you handling SB 574 compliance? Are you going to start disclosing in all of your documents that generative AI was used in preparing it?", 19 October 2026, 59 comments.. Canonical URL: https://www.realproblem.ai/idea/do-california-lawyers-now-have-to-disclose-ai-use-in-every-court-filing-under-sb-574.
Do California lawyers now have to disclose AI use in every court filing under SB 574?
California's SB 574 requires attorneys to disclose generative AI use to the court and verify citations, but AI now sits inside Word, research tools and Grammarly, so firms cannot tell which filings it touched and are choosing between blanket boilerplate and banning AI outright.
Who has it: California litigators, small and mid-sized law firms, and the paralegals and contract brief writers who draft for them.
- Severity8/10
- Feasible today8/10
- Market signal8/10
- Competition gap7/10
Heard in public
“Another firm decided to just ban AI drafting entirely for court docs and make everyone log their usage so they can be sure”
Quoted word for word from the public post linked below. Nobody submitted it to Real Problem AI.
r/LawFirm post "California Lawyers Who Use AI: How are you handling SB 574 compliance? Are you going to start disclosing in all of your documents that generative AI was used in preparing it?", 19 October 2026, 59 comments.What nothing does yet
A filing-level AI ledger for law firms: log which tools touched each document, record attorney verification of every citation, and generate the court disclosure or certification that matches what actually happened.
Tools that solve this
4 named so far, and where each one stops.
- Westlaw KeyCite and Lexis Shepard's
Check that cited cases are still good law, but do not record who verified each cite or how AI was used.
- Clearbrief
Links brief citations to their sources for checking; no firm-wide AI use log or disclosure output.
- Harvey and CoCounsel
Draft and research with AI, leaving the disclosure decision and the records to the lawyer.
- Clio
Tracks matters and time, not AI involvement per document.
How you might build it
- 01Word and DMS add-in (iManage, NetDocuments)
- 02Citation extraction and verification log
- 03AI tool usage capture
- 04Disclosure and certification templates
- 05Matter-level audit export
#NOV59 · Canonical URL: https://www.realproblem.ai/idea/do-california-lawyers-now-have-to-disclose-ai-use-in-every-court-filing-under-sb-574