Governance First: How Enterprises Deploy Agentic AI Safely with Nikunj Bajaj

What is the intersection of AI and compliance? What about machine learning? Are you using ChatGPT? These questions are just three of the many we will explore in this cutting-edge podcast series, Compliance and AI, hosted by Tom Fox, the award-winning Voice of Compliance. In this episode, host Tom visits with Nikunj Bajaj, Co-founder & CEO at TrueFoundry, to discuss enterprise agentic AI infrastructure, governance, and hidden costs. Nikunj Bajaj brings a practical enterprise lens to the rise of agentic AI, shaped by years of working at the intersection of model development and production infrastructure. He argues that enterprise AI is not just a technical challenge but also an organizational one, because federated teams adopting different tools can quickly create sprawl, inconsistent controls, and governance gaps. To address this, he advocates for a unified gateway layer that centralizes observability and control while still allowing teams to build with best-of-breed frameworks, paired with targeted safeguards like auditability, RBAC, guardrails, and the ability to inspect or revert agent actions. Bajaj also stresses that successful enterprise adoption requires disciplined cost management through FinOps, chargebacks, and budget guardrails so companies can move quickly toward ROI without letting agentic systems become a governance risk or a runaway expense. Resources: Connect with Nikunj Bajaj LinkedIn – Nikunj Bajaj Learn More About TrueFoundry TrueFoundry Website TrueFoundry on LinkedIn Tom Fox Instagram Facebook YouTube Twitter LinkedIn