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Sara Skowronski

AI Applied Presentation

The AI Compliance Trap: What Small Business Owners Get Wrong Before They Even Start

August 1, 2026 - August 30, 2026

About the Presentation

Most small business owners jump straight to "what AI tool should I use" and skip the question that actually matters: what happens when an employee, a regulator, or a lawyer asks how you're using it. This talk walks through the three most common AI compliance mistakes founders make (data exposure, undisclosed AI use in hiring, and missing policy), and gives a simple framework to fix all three before they become a problem. Practical, no hype, built from real client situations.

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About Sara Skowronski

Sara Skowronski is the founder of Eos HR & AI Consulting, where she helps founder-led companies build AI practices that actually hold up to employment law. After 25+ years in multi-state HR compliance, she now focuses on making AI adoption legally defensible, not just technically functional, for small business owners who can't afford to get it wrong.