# 2026 AML/CFT Program Proposed Rule: Anti-Money Laundering and Countering the Financing of Terrorism Programs (Notice of Proposed Rulemaking, 2026)

Source: https://www.bankingnewsai.com/ai-regulation/documents/fincen-aml-cft-program-nprm-2026
Last updated: Oct 5, 2026

FinCEN announced this proposal on April 7, 2026 and published it in the Federal Register on April 10, 2026, with comments due June 9, 2026; it withdraws and fully supersedes the July 3, 2024 proposal. It would refocus AML/CFT programs on effectiveness, reserve significant supervisory or enforcement action for significant or systemic failures rather than isolated technical deficiencies, and require federal banking supervisors to consult FinCEN before significant AML/CFT actions. Among the factors the FinCEN Director would consider is whether an institution has conducted proactive analytics or other innovative activities producing demonstrable outputs, including 'effective use of artificial intelligence, federated learning, or other advanced monitoring tools.' As of October 5, 2026 no final rule has been issued — the comment period closed June 9, 2026 with 111 comments and the rule remains in drafting; industry trackers report finalization is not expected before 2027. The proposal contemplates a 12-month implementation period after issuance.

## At a glance

| Field | Value |
| --- | --- |
| Authority | [FinCEN](https://www.bankingnewsai.com/ai-regulation/fincen) |
| Type | Consultation |
| Status | Proposed · comment period closed |
| Published | Apr 10, 2026 |
| Comment deadline | Jun 9, 2026 |
| Applies to | All financial institutions with AML/CFT program obligations under the Bank Secrecy Act; companion proposals from the federal banking agencies for banks |
| Official text | https://www.fincen.gov/news/news-releases/fincen-proposes-rule-fundamentally-reform-financial-institution-programs |

## Key points

- Announced April 7, 2026; Federal Register publication April 10, 2026; comment deadline June 9, 2026; withdraws the July 3, 2024 NPRM
- Programs must be risk-based and reasonably designed; a program established and maintained in accordance with the rule is treated as effective
- Distinguishes program-design failures from implementation deficiencies; isolated, technical, or immaterial problems in an otherwise well-designed program would not warrant enforcement
- Director's enforcement factors include providing highly useful information to law enforcement, conducting proactive analytics, and innovative activities with demonstrable outputs, expressly including effective use of artificial intelligence and federated learning
- Restates that institutions may responsibly adopt new technologies such as machine learning and generative AI without incurring added supervisory or enforcement risk solely from the adoption
- Introduces a notice-and-consultation framework requiring federal banking supervisors to consult FinCEN before significant AML/CFT supervisory or enforcement actions
- Clarifies independent testing, audit, and BSA officer expectations so examiners do not substitute their judgment for the institution's risk-based design
- Proposed 12-month implementation period after issuance of a final rule; AML/CFT Priorities become mandatory program inputs only once the final rule is effective

## What changed for banks

The 2026 proposal turns the 2018 'we will not punish you for trying AI' assurance into an affirmative credit: demonstrable AI-driven outputs could weigh against enforcement. Combined with the higher bar for enforcement and FinCEN consultation rights over bank supervisors, it makes measurable effectiveness (detection rates, useful SARs, reduced false positives) the metric banks will need to evidence for their AML models.

## Use cases it governs

- [AML / KYC](https://www.bankingnewsai.com/ai-regulation/by-use-case#aml-kyc)
- [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai)
- [Model risk management](https://www.bankingnewsai.com/ai-regulation/by-use-case#model-risk)
- [AI governance (general)](https://www.bankingnewsai.com/ai-regulation/by-use-case#governance-general)

Supersedes: [2024 AML/CFT Program Proposed Rule (withdrawn)](https://www.bankingnewsai.com/ai-regulation/documents/fincen-aml-cft-program-nprm-2024).

## FAQ

### Does the 2026 FinCEN proposal mandate AI in AML programs?

No. It does not require any technology. It lists effective use of AI, federated learning, and advanced monitoring tools as evidence the Director may weigh in the institution's favor when deciding on enforcement or significant supervisory action.

### When would the 2026 program rule take effect?

It is still proposed. If finalized as drafted, institutions would have 12 months from the final rule's issuance to comply.

### What happened to the 2024 program proposal?

FinCEN withdrew it; the April 2026 press release states the new proposal fully supersedes the July 3, 2024 NPRM.

## Which AI tools for banks does 2026 AML/CFT Program Proposed Rule apply to?

- [AML compliance](https://www.bankingnewsai.com/ai-tools/aml-compliance) — 2026 AML/CFT program proposal: [Feedzai](https://www.bankingnewsai.com/vendors/feedzai) · [Sardine](https://www.bankingnewsai.com/vendors/sardine) · [Alloy](https://www.bankingnewsai.com/vendors/alloy) · [NICE Actimize](https://www.bankingnewsai.com/vendors/nice-actimize) · [Hawk](https://www.bankingnewsai.com/vendors/hawk) · [Quantexa](https://www.bankingnewsai.com/vendors/quantexa) · [ComplyAdvantage](https://www.bankingnewsai.com/vendors/comply-advantage) · [Unit21](https://www.bankingnewsai.com/vendors/unit21) · [SymphonyAI](https://www.bankingnewsai.com/vendors/symphonyai) · [Abrigo](https://www.bankingnewsai.com/vendors/abrigo)

## Related documents

- [2024 AML/CFT Program Proposed Rule (withdrawn)](https://www.bankingnewsai.com/ai-regulation/documents/fincen-aml-cft-program-nprm-2024) — Anti-Money Laundering and Countering the Financing of Terrorism Programs (Notice of Proposed Rulemaking, 2024) (Jul 3, 2024)
- [FIN-2026-Alert005 (Digital Asset Investment Scam Centers)](https://www.bankingnewsai.com/ai-regulation/documents/fincen-alert-2026-scam-centers) — FinCEN Alert on Money Laundering Activity Associated with Digital Asset Investment Scam Centers (Sep 3, 2026)
- [FIN-2026-Alert004 (Federal Student Aid Fraud)](https://www.bankingnewsai.com/ai-regulation/documents/fincen-alert-2026-federal-student-aid-fraud) — FinCEN Alert on Fraud Schemes Targeting Federal Student Aid (Jul 24, 2026)
- [FIN-2024-Alert004 (Deepfake Media)](https://www.bankingnewsai.com/ai-regulation/documents/fincen-alert-2024-deepfake-media) — FinCEN Alert on Fraud Schemes Involving Deepfake Media Targeting Financial Institutions (Nov 13, 2024)
- [2021 BSA/AML Model Risk Management Statement](https://www.bankingnewsai.com/ai-regulation/documents/fincen-bsa-aml-model-risk-statement-2021) — Interagency Statement on Model Risk Management for Bank Systems Supporting Bank Secrecy Act/Anti-Money Laundering Compliance (Apr 9, 2021)
- [Anti-Money Laundering Act of 2020](https://www.bankingnewsai.com/ai-regulation/documents/fincen-aml-act-2020) — Anti-Money Laundering Act of 2020 (Division F of the National Defense Authorization Act for Fiscal Year 2021) (Jan 1, 2021)
- [FinCEN Innovation Hours](https://www.bankingnewsai.com/ai-regulation/documents/fincen-innovation-hours-2019) — FinCEN's Innovation Initiative: Implementation of FinCEN Innovation Hours; Invitation to Request Innovation Hours Meeting (May 1, 2019)
- [2018 Joint Statement on BSA/AML Innovation](https://www.bankingnewsai.com/ai-regulation/documents/fincen-joint-statement-innovation-2018) — Joint Statement on Innovative Efforts to Combat Money Laundering and Terrorist Financing (Dec 3, 2018)

Last reviewed Oct 5, 2026. Cite the official text (https://www.fincen.gov/news/news-releases/fincen-proposes-rule-fundamentally-reform-financial-institution-programs) for the rule and this page for the summary and dates.

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