AI adoption is outpacing governance at every level, and the cost of waiting is getting higher by the day. Guru Sethupathy, General Manager of AI Governance at Optro and former Founder of FairNow, breaks down what it really takes to build trust in AI systems before things go sideways.

Guru lays out a simple but powerful 3 P’s Framework: policies, process, and people, connecting it to what teams are actually dealing with right now, from shadow AI to security threats that don’t look like anything we’ve seen before.

If 2026 is the year AI moves from experiments to real operations, this conversation is your blueprint for keeping it under control.

Impactful Moments 00:00 - Introduction 02:25 - What does Optro do? Helping companies with the AI governance journey. 03:10 - Why AI governance is really about trust, not control 05:15 - The moment AI went mainstream, and why that changed everything 05:50 - The three real business risks: performance, security, and transparency 07:30 - Human accountability in an AI-driven world 08:48 - What’s actually happening with AI regulation, EU, US, and standards 10:28 - Where Optro fits, orchestration vs monitoring in AI governance 13:05 - The 3 Ps framework: policies, process, and people 14:47 - Governance 101, why AI inventory is the first move every team misses 16:12 - The reality check, AI adoption is outpacing governance everywhere 17:45 - Shadow AI explained, what your team is doing that you can’t see 19:45 - Optro’s top use cases: visibility, compliance, and operationalizing governance 20:43 - Who owns AI governance, and why it’s becoming a team sport 22:20 - Final advice, start now or play catch-up later

Links Connect with our guest, Guru Sethupathy, on LinkedIn: https://www.linkedin.com/in/guru-sethupathy/

Learn more about Optro: https://optro.ai/

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Building AI Governance Before the Incidents Hit with Guru Sethupathy

Hacker Valley Studio

Building AI Governance Before the Incidents Hit with Guru Sethupathy