AI for Business · AI in Customer Service

What Happens Legally When an AI Chatbot Gives a Customer Wrong Information?

In general, the company that deploys an AI chatbot — not the AI itself, and typically not the AI vendor by default — is legally responsible for what the chatbot tells customers, meaning businesses can be held to promises or information a chatbot gives, similar to how they'd be held to statements made by a human employee.

Legal disclaimer

This page provides general information only and is not legal advice. Laws vary by jurisdiction and change over time. Consult a licensed attorney in your jurisdiction before making decisions based on this content.

Key takeaways

Courts and regulators have generally treated a chatbot's statements as statements of the business deploying it, not as a separate legal actor.
There is real-world precedent of companies being required to honor commitments or refunds promised by their own AI chatbots to customers.
Liability can involve consumer protection law, contract principles, or general negligence concepts depending on the situation and jurisdiction.
Whether a company can shift liability to its AI vendor usually depends on the specific contract between the business and the vendor, not on default legal rules.
Clear disclaimers and human review processes can reduce, but do not eliminate, a company's exposure when a chatbot provides inaccurate information.

The Business, Not the Bot, Bears Responsibility

When an AI chatbot gives a customer incorrect information, the legal responsibility generally falls on the company that deployed the chatbot, not on the AI itself or, by default, the AI vendor that built the underlying technology. Regulators and courts have generally approached this the same way they’d approach an error made by a human employee acting on the company’s behalf: the business is the one that chose to put the chatbot in front of customers, so it’s the business that bears responsibility for what that chatbot says.

This principle has already played out in real disputes. A well-known example involved an airline whose customer-service chatbot gave a customer inaccurate information about a bereavement fare policy; when the airline argued it shouldn’t be held to what the chatbot said, a tribunal disagreed, treating the chatbot’s statement as a representation the company was responsible for. Cases like this illustrate that “the AI made a mistake” is not, on its own, treated as a legal shield.

Why the Law Approaches It This Way

Legally, a chatbot doesn’t have independent standing — it’s a tool the business chose to deploy, configure, and put in front of customers as a substitute for (or supplement to) a human representative. From a consumer’s perspective, there’s often no meaningful difference between being told something incorrect by a chatbot versus a phone representative; the harm and the reasonable reliance on the company’s stated position are the same either way. Basic principles of consumer protection and, depending on the situation, contract or negligence law extend naturally to cover this scenario.

This is why disclaimers alone — a line of text saying “this chatbot may make mistakes” — don’t reliably eliminate liability, especially when the chatbot makes a specific, concrete commitment like a price, refund, or policy promise. Regulators and courts have tended to weigh the reasonableness of a customer relying on what they were told against the effectiveness of any disclaimer, rather than treating a disclaimer as an automatic waiver of responsibility.

Where a business’s relationship with its AI vendor comes in is usually a separate question from its relationship with the customer. A business might have a contract with its AI vendor that includes indemnification — meaning the vendor agrees to cover certain costs if its tool causes specific kinds of harm — but that’s a matter of the specific contract negotiated between the two companies, not something guaranteed by default law. To the customer, it’s still the business that’s accountable.

What This Looks Like for a Company

A retail company using an AI chatbot for customer support might have that chatbot incorrectly tell a customer that a discontinued product is eligible for a extended warranty. If the customer relied on that statement and later files a complaint or dispute when the company won’t honor it, the company is likely the one that has to resolve the situation — whether by honoring the mistaken commitment, offering a remedy, or defending its position — rather than being able to point to the AI vendor as the responsible party. This is a strong incentive for companies to build in human review for chatbot responses involving money, policy exceptions, or legal commitments, and to correct systemic errors quickly once identified.

Bottom Line

Because a chatbot’s statements are treated as statements of the company deploying it, businesses are generally the ones held legally responsible when an AI chatbot gives a customer wrong information — this is a developing area of law, and companies dealing with a specific dispute should consult an attorney familiar with their jurisdiction rather than relying on general guidance alone.

Estimate Your Time Savings

See how many hours and dollars using AI for a repeated task could save you with our free AI Time-Savings Calculator.

Go deeper

Important caveats

Laws and regulatory approaches to AI liability are still developing and vary significantly by country and, within the U.S., by state.
This is a general overview, not legal advice — a business facing an actual chatbot-related dispute should consult a qualified attorney familiar with its jurisdiction.

Frequently asked questions

Can a company avoid responsibility for a chatbot's mistake just by adding a disclaimer?

Not automatically. Disclaimers can help limit liability in some circumstances, but courts and regulators have generally been skeptical of disclaimers used to avoid honoring clear, specific commitments a chatbot made to a customer, especially around pricing or policy promises.

Is the AI vendor ever liable instead of the business using the chatbot?

It depends heavily on the contract between the business and the vendor. Some enterprise agreements include indemnification clauses shifting some liability to the vendor, but absent such terms, the business deploying the chatbot to its own customers is typically the one held responsible.

Does it matter if the chatbot's mistake was a hallucinated fact versus a policy error?

Both can create liability, but they may raise different legal questions — a fabricated fact might implicate consumer protection or misrepresentation concerns, while an incorrect policy statement, like an unauthorized refund promise, has more directly been treated as a binding commitment in past disputes.

Sources

[1]Federal Trade Commission Business Guidance — Federal Trade Commission
[2]Reuters — Reuters

Written by Editorial Team

Last updated July 25, 2026

Get one well-sourced answer a week

No spam. Unsubscribe anytime.