The MongoDB Podcast

Snapshot · The MongoDB Podcast

Don't Build Your Own AI (Unless You Have To)

Explore episode Mar 6, 2026

Where this was said

What AI Transformation Means in Practice at Zendesk

At 7:47 · chapter starts 5:35

Far from being a visionary role with a loose mandate, Akshaya describes AI transformation as a rigorous exercise in working backwards from business outcomes. The starting point is always the goal — improve employee experience, improve customer experience, make operations best in class — and AI is the means, not the end. He breaks the role into two complementary tracks: identifying tangible, high-return opportunities where AI can genuinely move the needle on KPIs like productivity lift, CSAT, revenue, and EBITDA; and advocating internally for adoption, because technology alone doesn't drive behaviour change. Credibility is earned incrementally, he argues, by promising specific outcomes and then delivering them — a discipline that separates real transformation from AI hype.

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