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FINRA Wants to Drop Pre-Approval for Some Communications. What It Means for AI-Written Content

Prices and facts checked October 13, 2026. We don't accept payment for rankings.

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Photo: Jakub Żerdzicki / Unsplash
On this page
  1. What the proposal would change
  2. The eight risk factors
  3. What FINRA says about AI
  4. What the industry said
  5. What to do now (before any final rule)
  6. FAQ

What happened: on July 9, 2026, FINRA published Regulatory Notice 26-14, proposing the biggest overhaul of its communications rule, Rule 2210, in more than a decade. Its centerpiece would replace mandatory principal pre-use approval of retail communications with written, risk-based procedures, and it explicitly addresses AI-generated communications. Comments closed on September 11, 2026 (FINRA).

Why it matters today: firms are now reviewing the comment letters, and FINRA has not set a timeline for a final rule (Smarsh, Sep 23, 2026). If adopted, it would change how broker-dealers supervise the flood of AI-drafted emails, posts and newsletters. Nothing changes yet: current rules, including pre-use approval for retail communications, still apply.

Not legal advice. This is a proposal. Follow your firm's written supervisory procedures and current FINRA rules.

What the proposal would change

Area Today Proposed
Retail communications Principal must approve before use Firm decides which need pre-use approval, using written risk-based procedures plus training, documentation and surveillance
Social media Interactive vs static content treated differently Distinction removed; finfluencer qualifications and conflicts considered instead
AI-generated content Covered by the general rules Pre-use approval acknowledged as hard to apply at AI speed and volume; AI tools allowed in supervision if vetted, tested and monitored
Past recommendations Specific (d)(7) requirements General "fair and balanced" standard, closer to the adviser rules
Fund rankings filings Filed before first use Filed within 10 business days of first use

Source: FINRA Regulatory Notice 26-14.

What doesn't change: the content standards. Communications must still be fair, balanced and not misleading.

The eight risk factors

FINRA lists non-exhaustive factors firms would use to decide what still needs pre-approval, including product complexity, the preparer's qualifications, whether the piece recommends or promotes, whether it's tailored to an audience, whether it includes performance data, and the medium (FINRA). An AI-drafted market commentary to all clients scores very differently from an AI-drafted performance comparison for a complex product.

What FINRA says about AI

The notice recognizes that AI produces communications at a speed and volume that make pre-use approval hard to apply. Generative AI tools can be part of a reasonably designed supervisory system if they're vetted, tested and monitored, and firms can consider the qualifications of the people overseeing the AI (FINRA).

That matches FINRA's existing position: the firm is responsible for AI-created communications just as for human ones (FINRA Advertising FAQ), and its rules are technology-neutral (Regulatory Notice 24-09).

What the industry said

Archiving vendor Smarsh urged FINRA to keep the rule technology-agnostic but give more AI detail. It suggested testing 50–100 samples with under 5% factual error for content-generation tools, monitoring by risk tier, and treating AI governance records as supervisory records with six-year retention (Smarsh comment letter). Other commenters asked for more guidance on documenting risk-based supervision, including for AI-assisted communications.

What to do now (before any final rule)

  1. Inventory every AI touchpoint in communications: CRM drafts, notetaker follow-ups, social tools, marketing platforms, surveillance tools (Smarsh).
  2. Classify by risk using FINRA's factors. Performance, recommendations and complex products sit at the top.
  3. Baseline-test your AI tools against communications already reviewed, and record false positives and negatives.
  4. Re-test after vendor model updates.
  5. Write it into your WSPs: who approved each tool, who supervises it, and how.
  6. Keep pre-approving retail communications until a final rule takes effect.

Our guide to AI-written marketing under FINRA and SEC rules covers the current requirements in detail.

FAQ

Does this apply to RIAs?

No. Rule 2210 is a FINRA rule for broker-dealers. Dually registered advisors deal with both FINRA rules and the SEC Marketing Rule.

When would it take effect?

FINRA hasn't said. After reviewing comments it would need to file a rule change with the SEC, which adds months.

Can I stop pre-approving AI emails now?

No. Correspondence and retail communications follow the current rules until a new rule is approved and effective.

Sources

Pages we used for this article, checked on or before the update date above.

  1. FINRA · finra.org
  2. Smarsh, Sep 23, 2026 · smarsh.com
  3. FINRA Advertising FAQ · finra.org
  4. Regulatory Notice 24-09 · finra.org
  5. Smarsh comment letter · finra.org

Changelog: Oct 13, 2026: first published.