B2B enterprises are overwhelmed by complexity, and AI is finally promising the breakthrough they’ve been chasing for years. On this episode of TECHtonic, TSIA Executive Director Thomas Lah sits down with AptEdge CEO Kusal De Silva and co-founder Aakrit Prasad for a direct, no-nonsense look at how AI is transforming the most ignored and most mission-critical function in technology: enterprise support.

This conversation doesn’t live in the hype. It goes straight to the real last-mile problem every enterprise faces: AI only works when it understands your environment, your data, and your intent. Raw automation isn’t enough. Context + action is what moves the needle. And when you get that right, AI isn’t just assisting support teams, it’s multiplying engineer productivity, collapsing resolution times, and turning support from a cost obligation into a strategic lever.

You’ll hear what’s actually happening inside hyperscale product environments, why “data quality is no longer the excuse”, why deflection metrics are the wrong scoreboard, and how AI-driven pricing and services models are evolving faster than the industry is ready for.

If you’re a support leader, a product exec, or anyone trying to stay ahead in the AI era, this episode gives you the language, the insights, and the urgency you need to stay relevant, and stay in the race.