Building AI Governance Before the Incidents Hit with Guru Sethupathy
From Hacker Valley Studio by Hacker Valley Media
April 1, 2026 · 24 min · Season 6 · Episode 421
About this episode
Guru Sethupathy discusses the importance of building AI governance frameworks to ensure trust and accountability in AI systems.
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 Moments00:00 - Introduction02:25 - What does Optro do? Helping companies with the AI governance journey. 03:10 - Why AI governance is really about trust, not control05:15 - The moment AI went mainstream, and why that changed everything05:50 - The three real business risks: performance, security, and transparency07:30 - Human accountability in an AI-driven world 08:48 - What’s actually happening with AI regulation, EU, US, and standards10:28 - Where Optro fits, orchestration vs monitoring in AI governance13:05 - The 3 Ps framework…
People in this episode
Guest: Guru Sethupathy
Topics covered
- AI governance
- trust in AI
- policies
- process
- people
- shadow AI
- security threats
Keywords
- AI adoption
- governance
- transparency
- human accountability
- AI regulation
Mentioned in this episode
Products: Optro
Places: US
More episodes of Hacker Valley Studio
- Fighting Smarter: What Combat Sports Teaches Us About Cyber Defense with Robin Black · June 9, 2026 · 25 min
- Is Vibe Coding Breaking the Internet? with Tanya Janca · June 2, 2026 · 36 min
- Why Smart People Fall for Deepfakes with Perry Carpenter · May 26, 2026 · 36 min
- Who Owns Your AI Security Policy? with Chris Cochran · May 18, 2026 · 35 min
- Turning 30,000 Findings Into 50 That Matter with Dan Pagel and Brad Hibbert · May 1, 2026 · 35 min
- Killing the Playbook with Agentic AI with Allan Alford and Tom Findling · April 24, 2026 · 39 min
Explore listener stats, chart rankings, contacts and more on the Hacker Valley Studio podcast page.