When AI Gets It Wrong: Legal Risk from Automated Business Decisions
Updated: 8 hours ago
Artificial intelligence is now embedded in everyday business operations. Companies use automated tools to screen job applicants, forecast revenue, flag compliance risks, analyze contracts, monitor cybersecurity threats, and guide strategic decisions. The appeal is obvious. AI promises speed, efficiency, and scale.
But when AI gets it wrong, the legal consequences do not fall on the software. They fall on the business.
Todd B. Nurick is a Pennsylvania and New York business attorney and Fractional and Outside General Counsel. Through the Law Office of Todd B. Nurick, he advises companies on AI governance, contracts, employment, compliance, data, technology, and related business risk.
AI Legal Risk: Automation Does Not Eliminate Legal Accountability
One of the most common misconceptions is that automated decisions somehow dilute responsibility. They do not.
Existing laws generally do not excuse a business from legal responsibility merely because an automated system contributed to a decision. Depending on the circumstances, discriminatory hiring outcomes, misleading disclosures, inaccurate reports, or flawed compliance decisions can expose the company using the system to liability even when the technology was supplied by a third party.
This principle applies across federal law, Pennsylvania law, and New York law.
Using AI does not create a defense. It creates an additional layer of risk that must be managed.
Common Business Areas Where AI Failures Create Exposure
AI related legal risk most often appears in predictable places.
Hiring and Employment
Automated screening tools can unintentionally disadvantage protected classes. Employers may remain legally responsible when the use of an automated employment tool results in unlawful discrimination, including when the technology is supplied by a third-party vendor.
Financial Forecasting and Disclosures
Businesses increasingly rely on AI driven projections and analytics. If those outputs are included in investor materials, loan negotiations, or transaction documents, inaccuracies can trigger claims for misrepresentation or breach of contract.
Contract Review and Management
AI assisted contract analysis can miss key provisions, misinterpret obligations, or fail to identify non standard terms. Relying blindly on automated summaries can lead to missed deadlines, unfulfilled obligations, or default events.
Compliance and Risk Monitoring
AI tools are often used to flag regulatory issues or compliance gaps. Reliance on an automated compliance tool does not necessarily relieve the business of its underlying legal or regulatory obligations. Human oversight and reasonable escalation procedures remain important when AI is used to identify compliance risks.
Cybersecurity and Data Protection
AI driven security tools are increasingly common. When a breach occurs, regulators and insurers examine whether the company reasonably relied on its systems and whether appropriate oversight existed.
Vendor Tools Do Not Shift the Risk
Many businesses assume that because an AI system is provided by a large, well known vendor, liability must rest with the provider. That assumption is usually wrong.
Most AI vendor agreements include broad disclaimers, limited warranties, and strict limits on liability. In practice, the business using the tool often bears the majority of legal exposure.
Governance Failures Are the Real Problem
AI errors are rarely the root cause of legal exposure. Governance failures are.
Businesses run into trouble when they fail to:
Understand how AI tools function at a high level
Identify where human review is required
Document decision making processes
Train employees on proper use
Limit AI use in high risk contexts
Escalate questionable outputs for review
Boards and executives should consider AI oversight as part of existing governance and risk-management responsibilities, particularly when AI affects employment, financial reporting, compliance, consumer interactions, or other consequential business decisions.
The Business Judgment Rule Has Limits
The use of sophisticated technology does not eliminate ordinary governance responsibilities. When a consequential decision is delegated substantially to an automated system, management should understand the system's role, establish appropriate review procedures, and respond to known limitations or warning signs
AI does not replace judgment. It tests whether judgment exists at all.
Practical Steps Businesses Should Take Now
Businesses using AI should consider:
Conducting an inventory of AI tools currently in use
Identifying which decisions rely on automated outputs
Implementing human review requirements
Reviewing vendor contracts for risk allocation
Updating policies governing AI use
Training management and staff
Documenting oversight and escalation processes
As Fractional and Outside General Counsel, Todd B. Nurick assists businesses with AI governance, vendor contracts, internal policies, risk allocation, and practical oversight frameworks designed to preserve the benefits of AI while reducing avoidable legal exposure.
Final Thoughts
Artificial intelligence can be a powerful business tool, but it does not change the fundamental rules of legal responsibility. When AI gets it wrong, regulators, courts, investors, and counterparties will look to the company and its leadership.
Businesses that treat AI as a tool requiring oversight, governance, and legal awareness are far better positioned than those that treat automation as a substitute for judgment.
The Law Office of Todd B. Nurick works with business owners, executives, and management teams on the contracts, policies, governance, and risk-management issues that arise as companies adopt AI and other emerging technologies.
About Todd B. Nurick
Todd B. Nurick is a business attorney admitted in Pennsylvania since 1996 and New York since 2010, with approximately 30 years of experience advising businesses on contracts, transactions, corporate governance, investigations, compliance, employment-related business issues, risk management, and disputes. Through the Law Office of Todd B. Nurick, he also serves businesses as Fractional General Counsel/Outside General Counsel, providing experienced legal oversight without requiring a full-time in-house legal department.
Sources
Sources
National Institute of Standards and Technology, Artificial Intelligence Risk Management Framework (AI RMF 1.0)NIST AI Risk Management Framework
U.S. Equal Employment Opportunity Commission, Artificial Intelligence and the ADAEEOC Artificial Intelligence and the ADA
U.S. Equal Employment Opportunity Commission, U.S. EEOC and U.S. Department of Justice Warn Against Disability Discrimination in Employers’ Use of Artificial Intelligence ToolsEEOC/DOJ AI Employment Guidance
New York City Department of Consumer and Worker Protection, Automated Employment Decision Tools (Local Law 144)NYC DCWP Automated Employment Decision Tools
Federal Trade Commission, Aiming for Truth, Fairness, and Equity in Your Company’s Use of AIFTC AI Fairness Guidance
Pennsylvania General Assembly, Breach of Personal Information Notification ActPennsylvania Breach of Personal Information Notification Act
This article is for general informational purposes only and does not constitute legal advice. Legal issues involving artificial intelligence, automated decision-making, employment, contracts, compliance, cybersecurity, and corporate governance depend upon the particular facts, jurisdiction, and applicable law. Reading this article does not create an attorney-client relationship.
This article is for general informational purposes only and does not constitute legal advice or create an attorney-client relationship. Businesses should obtain legal advice concerning their particular circumstances.
