# NCUA Credit Union AI Resource Center: Artificial Intelligence (AI) — Credit Union AI Resource Center and AI Resources page Source: https://www.bankingnewsai.com/ai-regulation/documents/ncua-credit-union-ai-resource-center Last updated: Aug 26, 2026 The NCUA's Credit Union AI Resource Center, added to ncua.gov in August 2025 and last updated April 28, 2026, is the agency's only AI-specific publication for credit unions. It states that 'NCUA has not issued AI specific rules or regulation' and that 'AI is not treated differently than any other innovative technology,' and it tells credit unions to identify and monitor AI-specific risks, perform due diligence on AI vendors, and ensure board and management oversight, pointing to NIST, Treasury AIEOG, COSO, and CISA materials. ## At a glance | Field | Value | | --- | --- | | Authority | [NCUA](https://www.bankingnewsai.com/ai-regulation/ncua) | | Type | Guidance | | Status | In force | | Published | Aug 1, 2025 | | Effective | Aug 1, 2025 | | Applies to | All federally insured credit unions considering or using AI, and their third-party AI service providers | | Official text | https://ncua.gov/regulation-supervision/regulatory-compliance-resources/artificial-intelligence-ai | ## Key points - Explicit statement that existing NCUA regulations are technology-neutral and apply to AI (e.g., Part 748 information security applies whether service is by email, phone, or AI tool) - Expectations: identify risks unique to AI or automated tools; monitor and measure them; implement controls for operational, compliance, and security risk - Third-party AI: understand how the product functions, its risks, and the vendor's safeguards before deployment - Board and management oversight required for safe and sound operation - Examiners evaluate AI under existing frameworks: safety and soundness, regulatory compliance, internal controls, ongoing monitoring, third-party due diligence - References NIST AI resources, Treasury's AI Executive Oversight Group cybersecurity tools, COSO's AI and ERM research, and CISA secure-AI guidance - Sections on use cases, implementation, risk management, data security, and cybersecurity risks; refreshed in December 2025 and April 2026 ## What changed for banks Before August 2025 credit unions had no NCUA document addressing AI at all. The resource center does not create obligations, but it tells credit unions which existing rules examiners will apply and what documentation (risk identification, vendor due diligence, board oversight) they should expect to be asked for. It is a resource page, not a Letter to Credit Unions, and carries no letter number. ## Use cases it governs - [AI governance (general)](https://www.bankingnewsai.com/ai-regulation/by-use-case#governance-general) - [Third-party & vendor AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#third-party-vendors) - [Cybersecurity](https://www.bankingnewsai.com/ai-regulation/by-use-case#cybersecurity) - [Data & privacy](https://www.bankingnewsai.com/ai-regulation/by-use-case#data-privacy) - [Customer-facing chatbots](https://www.bankingnewsai.com/ai-regulation/by-use-case#customer-chatbots) ## FAQ ### Is the NCUA AI resource page binding? No. It is informational and says so, stating the NCUA has not issued AI-specific rules. It does, however, describe the existing rules and due-diligence expectations examiners apply to AI. ### Which frameworks does the NCUA point credit unions to for AI? NIST AI resources (including the AI Risk Management Framework), Treasury's AIEOG tools, COSO's guidance on AI and enterprise risk management, and CISA's AI data-security guidance. ### Should a credit union have a board-approved AI policy? The page does not mandate one, but it expects board and management oversight and documented risk controls, which in practice most credit unions satisfy with a board-approved AI policy tied to their vendor-management program. ## Related documents - [Hauptman Senate testimony (Feb 2026)](https://www.bankingnewsai.com/ai-regulation/documents/ncua-hauptman-senate-testimony-2026) — Written Testimony of NCUA Chairman Kyle S. Hauptman before the U.S. Senate Committee on Banking, Housing, and Urban Affairs (Feb 12, 2026) - [NCUA Letter 26-CU-01](https://www.bankingnewsai.com/ai-regulation/documents/ncua-letter-26-cu-01) — NCUA's 2026 Supervisory Priorities (Jan 14, 2026) - [NCUA AI Compliance Plan (2025)](https://www.bankingnewsai.com/ai-regulation/documents/ncua-ai-compliance-plan-2025) — NCUA Artificial Intelligence Compliance Plan (Sep 1, 2025) - [NCUA Board AI briefing (Jul 2025)](https://www.bankingnewsai.com/ai-regulation/documents/ncua-ai-board-briefing-2025) — Board Briefing: Artificial Intelligence and Its Use Within the Credit Union Industry and the NCUA (Jul 24, 2025) - [NCUA Financial Innovation Rule (2023)](https://www.bankingnewsai.com/ai-regulation/documents/ncua-financial-innovation-rule-2023) — Financial Innovation: Loan Participations, Eligible Obligations, and Notes of Liquidating Credit Unions (final rule) (Sep 21, 2023) - [NCUA testimony to House AI Task Force (2022)](https://www.bankingnewsai.com/ai-regulation/documents/ncua-ai-task-force-testimony-2022) — Written Testimony of Kelly Lay, Director of the Office of Examination and Insurance, before the House Financial Services Task Force on Artificial Intelligence (May 13, 2022) - [2021 Interagency AI RFI](https://www.bankingnewsai.com/ai-regulation/documents/ncua-interagency-ai-rfi-2021) — Request for Information and Comment on Financial Institutions' Use of Artificial Intelligence, Including Machine Learning (Mar 31, 2021) - [NCUA Letter 07-CU-13](https://www.bankingnewsai.com/ai-regulation/documents/ncua-letter-07-cu-13) — Evaluating Third Party Relationships (Dec 1, 2007) Last reviewed Aug 26, 2026. Cite the official text (https://ncua.gov/regulation-supervision/regulatory-compliance-resources/artificial-intelligence-ai) for the rule and this page for the summary and dates. --- Canonical page: https://www.bankingnewsai.com/ai-regulation/documents/ncua-credit-union-ai-resource-center Part of [BankingNewsAI](https://www.bankingnewsai.com/) — a free daily brief on AI in banking, an AI regulation tracker (41 authorities, 237 documents) and AI-strategy profiles of the 120 largest US banks. Markdown versions of every reference page: append `.md` to the page URL; index at https://www.bankingnewsai.com/llms.txt.