Jayachander Reddy Kandakatla

Guest author

Jayachander Reddy Kandakatla is a senior MLOps engineer at Ford Motor Credit Company, an IEEE Senior Member and IEEE-HKN professional member, specializing in ML governance, model risk controls, and compliant AI deployment in financial services.

AI perimeter — CleoP made with Midjourney

Your developers are already running AI locally: Why on-device inference is the CISO’s new blind spot

CISOs must adapt as LLMs move to endpoints, creating risks in integrity and compliance. Endpoint governance and model inventory become critical.

Jayachander Reddy Kandakatla

April 12, 2026

Here's what's slowing down your AI strategy — and how to fix it

Enterprise AI faces audit delays, stalling innovation. Discover strategies to streamline governance and close the velocity gap for faster AI deployment.

Jayachander Reddy Kandakatla

October 12, 2025