The Risks of Unchecked Shadow AI: Why Mid-to-Large Companies Need Clear AI Policies Now
- Arnold Gruber, Ltd.
- Jul 9
- 2 min read
Employees across mid-to-large organizations are independently embracing generative AI tools—ChatGPT, Claude, Copilot, and others—to draft documents, analyze data, automate tasks, and accelerate workflows.
This “shadow AI” phenomenon is surging: recent reports show 98% of organizations have employees using unsanctioned AI applications, with many executives and managers among the heaviest users.
Yet a significant gap persists between this practical adoption and formal governance. Recent surveys highlight a significant policy gap in the workplace.
According to Salesforce’s 2026 Workforce AI Survey, only 18% of organizations have formal AI security policies, while IBM’s 2025 Cost of a Data Breach Report found that just 37% of organizations have policies in place to manage AI or detect shadow AI. This disconnect allows shadow AI to proliferate, with employees frequently using unapproved tools without oversight.
The legal and business ramifications are substantial. Feeding proprietary data, client information, or trade secrets into unvetted public models risks data breaches, intellectual property leakage, and privacy violations under frameworks like the CCPA, GDPR, and emerging state laws. Organizations with high shadow AI activity have faced materially higher breach costs—adding hundreds of thousands of dollars on average—plus operational disruptions and reputational harm.
AI “hallucinations” or biased outputs can also corrupt contracts, reports, customer communications, or internal decisions, creating exposure in commercial disputes, regulatory inquiries, or product liability matters. As the EU AI Act expands with extraterritorial reach and U.S. regulators increase scrutiny, companies without documented risk assessments, usage rules, or oversight protocols will struggle to demonstrate reasonable care or due diligence.
In litigation, the absence of clear policies can complicate discovery, undermine defenses of proper supervision, and raise questions about the reliability of AI-influenced evidence or work product.
At Arnold Gruber, Ltd., Attorneys at Law, we advise businesses that outright bans are rarely practical or effective. Instead, tailored policies—approved tool lists, data-handling protocols, mandatory training and verification requirements, approval workflows, and integration with existing information security and employment policies—allow companies to harness AI’s benefits while managing risk.
Our team brings deep experience in corporate governance, commercial litigation, labor and employment, contracts, and regulatory compliance to help clients audit current practices, draft enforceable guidelines, and build sustainable AI governance programs.
The productivity gains from AI are real. The liabilities of operating without guardrails are equally real—and entirely avoidable with proactive legal guidance.
Contact Arnold Gruber, Ltd., Attorneys at Law at (330) 563-4149 to develop the policies and procedures your organization needs before an incident forces the issue.
Arnold Gruber, Ltd., Attorneys at Law