Ask the Innovators: Regulatory Research Meets Your AI Ecosystem

Watch the on-demand panel to see how AI for regulatory research works when every answer is cited, traceable, and grounded in trusted regulatory data. 3E, Milliken & Company, and ERM discuss what it takes to bring that intelligence into the AI tools compliance teams already use, including Microsoft Copilot, ChatGPT, and Claude.

The pressure to adopt AI is rising fast. Across more than 9,000 compliance conversations 3E held over the past year, AI adoption pressure came up in 43% of calls in September 2026, up from 20% in October 2025. The bar for trust hasn’t moved. Accuracy, hallucination risk, and data exposure remain the top barriers for product compliance teams.

What you’ll learn

• Where regulatory research fits on a compliance team’s AI roadmap, and what’s driving the urgency
• The risks and limitations of using public LLMs out of the box for regulated decisions
• Why cited sources and human oversight matter for defensible compliance decisions
• Three ways to bring 3E regulatory intelligence into your workflows: inside your own LLM, in the 3E AI Platform, and through agent-to-agent workflows
• Practical advice for compliance and EHS leaders getting started, from governance to writing better prompts

Meet the panel

Liv Gamble of Milliken & Company shares how her team is mapping where AI adds value across its workflows, including a pilot of the 3E Agent through a launch partnership with 3E. Steve Smith of ERM explains what his regulatory consultants learned when they tested the 3E Agent’s answers against their own expertise. Bobby Shackelton of 3E walks through the 3E Agent for regulatory research, and Maria Rutland of 3E moderates.

Fill out the form to watch the full recording. Want to go deeper first? Explore the 3E Agent for regulatory research.