FILED Talks:

How Mentorloop got started with AI Governance

Most AI governance conversations focus on large enterprises with dedicated compliance teams and deep pockets. But what does responsible AI adoption actually look like for a small, agile tech company—where everyone juggles multiple roles and the stakes remain high?

In this episode, RecordPoint CEO Anthony Woodward talks with MentorLoop CTO Tracy Bongiorno about how a lean team developed a practical, people-first approach to AI governance. They discuss cataloging shadow AI use, creating approved tool lists, navigating the EU AI Act, managing sensitive personal data in an AI-driven matching algorithm, and ensuring humans remain involved as the product evolves toward agentic workflows.

This is an honest, down-to-earth conversation about building governance from the ground up in real time, without a team of lawyers to support you.

Anthony Woodward

Founder and CEO, RecordPoint

Tracy Bongiorno

CTO, Mentorloop