MTS
Why AI Models Are Only as Good as Your Data | Dev Ittycheria
Oct 1, 2026
About this episode
MongoDB Interim CEO Dev Ittycheria breaks down why the enterprise AI race is shifting from model benchmarks to data infrastructure, and how native document databases fit into the modern enterprise stack. He outlines industry-wide shifts toward agentic workloads, real-time context requirements, and why multi-cloud flexibility is non-negotiable for enterprise deployments. Check out our sponsor Lovable: https://lovable.dev. Turn ideas into software people love. MTS is a live news and interview show covering technology, business, politics, and culture as it happens. Follow MTS: X | https://twitter.com/MTSlive YouTube | https://www.youtube.com/@mtsituation Spotify | https://open.spotify.com/show/4HUNNmV1pjV7CW6Lphm1rM Apple | https://podcasts.apple.com/us/podcast/mts/id1891088763 Substack | https://mtslive.substack.com/ Interested in sponsoring the show? sponsors@mts.now -- Brought to you by: Mongo DB - Anyone can prototype an agent. Learn how to get them into production on September 30th in New York - register at https://www.mongodb.com/events/mongodb-local/nyc Lovable - Turn ideas into software people love with Lovable. Start today at https://lovable.dev/ Larridin - Finally prove what your AI investment is worth. Head to https://larridin.com/ today to start measuring your AI’s bottom line. Neon (by Databricks) - Get up to $100K in credits for your startup at https://neon.com/mts ElevenLabs - AI that communicates at human level across every channel and modality. https://elevenlabs.io/mts Arena - Measuring AI performance in the real world. https://arena.ai/ Kong - The AI connectivity platform. Connect APIs, LLMs, agents, and systems with serious security and governance. https://konghq.com Today’s stream is sponsored by VCX, the public ticker for private tech. Head over to http://getvcx.com to learn more Blitzy - Autonomous software development for enterprise codebases. Ship 5x faster. https://blitzy.com AdQuick - Make your brand a billboard. Out-of-home advertising as easy to scale as digital. https://adquick.com Chargebee - Billing and monetization infrastructure for the AI era. https://www.chargebee.com/ -- Timestamps: (00:00) Introduction (00:43) Returning to MongoDB (03:33) Public Anxiety Over AI (05:18) Data Layers for Autonomous Agents (08:35) Product Announcements and Strategy (11:15) Enterprise Freedom of Choice (12:58) Motivation and Successor Search -- Note : This podcast is not investment, legal, or tax advice, and is intended for informational and entertainment purposes only. Hosts and guests may hold positions in the companies and securities discussed; do your own research before acting on anything you hear.