Securing AI at scale: Why delivery resilience will shape the next decade of enterprise transformation

By Rajesh Gh arpure, Chief Delivery Officer, Persistent Systems

Global enterprises accelerating their AI journeys are discovering that the real challenge lies beyond model performance; it lies in secure and resilient delivery. The promise of AI comes intertwined with risks that are no longer theoretical. Data breaches, bias, IP exposure, model drift and hallucinations are now part of everyday operational risk. According to a report by EY, enterprises consistently identify data governance and security as their foremost concern, with 64.5% rating it “very severe.”

Security as Strategy
As AI adoption moves from pilot projects to enterprise scale, the delivery model itself is undergoing transformation. The conversation is moving towards building frameworks that ensure AI serves both innovation and accountability. Thus, security must now be built into the foundation of how AI is delivered, governed and evolved. This marks a decisive shift from DevOps to DevSecOps, where ...