10X Growth Strategies

E122: AI Governance for Startups and Enterprises

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Are your AI agents truly safe to deploy at scale? In this episode, two founders come together to tackle one of the most urgent questions for every AI startup and enterprise today: how do you build AI systems you can actually trust? Hosted by Preethy Padmanabhan and the 10x Growth Strategies community, this panel brings together Tatyana Mamut (WayFound) and Prukalpa Sankar (Atlan) - two founders redefining how enterprises govern, monitor, and scale AI responsibly. In this episode, we discuss:

  • How supervisor/guardian agents help enterprises reach 3-nines and 5-nines reliability
  • Real-world example: a customer service AI agent secretly offering refunds with perfect guardrails in place
  • Why sampling logs isn't enough and why 100% monitoring is now a legal requirement
  • How the OpenAI and Workday lawsuits are reshaping enterprise AI accountability
  • How to architect AI-ready data systems with lineage, traceability, and explainability built in
  • How enterprises across the US, Germany, and Australia are navigating evolving AI regulation
  • Hybrid deterministic + AI system design for production-grade agents

    • Whether you're an entrepreneur, a corporate executive, or a venture capital investor evaluating AI startup opportunities - this conversation on 10x growth, scaling up, and responsible AI is unmissable. 10X Growth Strategies is a community co-founded by Preethy Padmanabhan, built to bring together founders, investors, and executives for meaningful connection and growth. With thousands of members across LinkedIn, Luma, and Partiful, the community hosts monthly events on timely topics in tech, AI, and entrepreneurship.

    Chapters

    • 0:00 - 3:32 - Introduction
    • 3:32 - 7:59 - Understanding Enterprise Trust in AI
    • 7:59 - 13:47 - Legal Challenges and Compliance in AI
    • 13:47 - 19:00 - Architecting AI systems for Compliance
    • 19:00 - 21:52 - Benefits of Working with this New Technology
    • 21:25 - 25:21 - Proactive vs Reactive Compliance Strategies
    • 25:21 - 41:35 - Audience Interactions
    • 41:35 - 44:04 - What is your Leadership Principle?

      • Connect: 

      Website: https://grow10x.podbean.com/

      Luma: https://lu.ma/10xgrowthstrategies

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      10X Growth StrategiesBy Preethy Padmanabhan
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