# CFPB Chatbots in Consumer Finance (issue spotlight, 2023): Chatbots in consumer finance

Source: https://www.bankingnewsai.com/ai-regulation/documents/cfpb-chatbots-in-consumer-finance-2023
Last updated: Aug 26, 2026

The CFPB's June 6, 2023 issue spotlight found that all of the top 10 US commercial banks had deployed chatbots and that roughly 37% of the US population — over 98 million people — interacted with a bank chatbot in 2022. It warned that chatbots that give inaccurate information, fail to recognize disputes, or block access to a human can violate federal consumer law, and that institutions remain responsible for timely, straightforward answers 'regardless of the processes or technologies used'.

## At a glance

| Field | Value |
| --- | --- |
| Authority | [CFPB](https://www.bankingnewsai.com/ai-regulation/cfpb) |
| Type | Report |
| Status | Final |
| Published | Jun 6, 2023 |
| Applies to | Banks, card issuers, servicers and fintechs deploying chatbots or generative-AI assistants for customer service |
| Official text | https://www.consumerfinance.gov/data-research/research-reports/chatbots-in-consumer-finance/ |

## Key points

- Adoption data: every top-10 commercial bank uses a chatbot; Bank of America's Erica had nearly 32 million users and over 1 billion interactions by October 2022.
- Risks: inaccurate or unreliable answers, 'doom loops' that prevent reaching a human, failure to recognize a dispute or error notice, and privacy/security exposure of customer data.
- Legal hooks: statutory dispute and error-resolution duties (e.g. Regulation E and Regulation Z), UDAAP, and FCRA; a chatbot that impedes these can be a violation.
- Flags the shift from relationship banking to algorithmic banking and the growing use of large language models.
- States the CFPB is monitoring the market and expects institutions to ensure chatbots comply with law.

## What changed for banks

It put customer-service AI, not just underwriting, inside the CFPB's supervisory lens, and gave banks a concrete standard: chatbots must give accurate information, recognize legally significant customer communications (disputes, error notices) and provide a path to a human.

## Use cases it governs

- [Customer-facing chatbots](https://www.bankingnewsai.com/ai-regulation/by-use-case#customer-chatbots)
- [Generative & agentic AI](https://www.bankingnewsai.com/ai-regulation/by-use-case#generative-agentic-ai)

## FAQ

### Can a bank's chatbot violate consumer protection law?

Yes. The CFPB's 2023 report says a chatbot that gives inaccurate information, fails to act on a dispute, or prevents access to a human can breach dispute-resolution rules and UDAAP, and the bank is liable regardless of the technology.

### Does the CFPB require a human escalation path from chatbots?

There is no specific rule, but the report identifies inability to reach a live agent as a source of law violations and consumer harm; most banks treat human escalation as a control expectation.

## Which AI tools for banks does CFPB Chatbots in Consumer Finance (issue spotlight, 2023) apply to?

- [Conversational AI](https://www.bankingnewsai.com/ai-tools/conversational-ai) — CFPB chatbot expectations: [Kasisto](https://www.bankingnewsai.com/vendors/kasisto) · [Glia](https://www.bankingnewsai.com/vendors/glia) · [interface.ai](https://www.bankingnewsai.com/vendors/interface-ai) · [Talkdesk](https://www.bankingnewsai.com/vendors/talkdesk) · [Personetics](https://www.bankingnewsai.com/vendors/personetics) · [Eltropy](https://www.bankingnewsai.com/vendors/eltropy) · [Backbase](https://www.bankingnewsai.com/vendors/backbase)

## Related documents

- [Regulation B final rule on disparate impact (April 2026)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-regulation-b-final-rule-2026) — Equal Credit Opportunity Act (Regulation B) — final rule amending disparate impact, discouragement and special purpose credit program provisions (Apr 22, 2026)
- [CFPB withdrawal of 67 guidance documents (May 2025)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-guidance-withdrawal-2025) — Interpretive Rules, Policy Statements, and Advisory Opinions; Withdrawal (May 12, 2025)
- [CFPB comment to Treasury on AI in financial services (2024)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-comment-treasury-ai-rfi-2024) — CFPB Comment on Request for Information on Uses, Opportunities, and Risks of Artificial Intelligence in the Financial Services Sector (Aug 12, 2024)
- [CFPB Circular 2023-03](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-circular-2023-03) — Adverse action notification requirements and the proper use of the CFPB's sample forms provided in Regulation B (Sep 19, 2023)
- [Joint Statement on Automated Systems (CFPB, DOJ, EEOC, FTC)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-joint-statement-automated-systems-2023) — Joint Statement on Enforcement Efforts Against Discrimination and Bias in Automated Systems (Apr 25, 2023)
- [CFPB Circular 2022-03](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-circular-2022-03) — Adverse action notification requirements in connection with credit decisions based on complex algorithms (May 26, 2022)
- [CFPB Innovation Spotlight on AI/ML adverse action notices (2020)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-innovation-spotlight-ai-ml-adverse-action-2020) — Innovation spotlight: Providing adverse action notices when using AI/ML models (Jul 7, 2020)
- [ECOA / Regulation B adverse action (15 U.S.C. 1691(d); 12 CFR 1002.9)](https://www.bankingnewsai.com/ai-regulation/documents/cfpb-ecoa-regulation-b-adverse-action) — Equal Credit Opportunity Act section 701(d) and Regulation B section 1002.9 — notification of adverse action and statement of specific reasons (Oct 28, 1974)

Last reviewed Aug 26, 2026. Cite the official text (https://www.consumerfinance.gov/data-research/research-reports/chatbots-in-consumer-finance/) for the rule and this page for the summary and dates.

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