# Venture Beat in Conversation: MongoDB - From Lift-and-Shift to AI-Ready Data Page: https://stenobird.com/podcast/beyond-the-pilot-enterprise-ai-in-action-7531113/venture-beat-in-conversation-mongodb-from-lift-and-shift-to-ai-ready-data Text version: https://stenobird.com/podcast/beyond-the-pilot-enterprise-ai-in-action-7531113/venture-beat-in-conversation-mongodb-from-lift-and-shift-to-ai-ready-data.md Podcast: [Beyond The Pilot: Enterprise AI in Action](https://stenobird.com/podcast/beyond-the-pilot-enterprise-ai-in-action-7531113) Published: 2025-10-20T10:00:00+00:00 Episode link: https://traffic.megaphone.fm/UTEAU3167071938.mp3?updated=1761670988 Audio file: https://traffic.megaphone.fm/UTEAU3167071938.mp3?updated=1761670988 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/beyond-the-pilot-enterprise-ai-in-action-7531113/episodes/venture-beat-in-conversation-mongodb-from-lift-and-shift-to-ai-ready-data Duration seconds: 801 ## Resource Lift-and-shift isn’t enough. MongoDB’s Vinod Bagal breaks down how to modernize your data for AI — and why waiting could cost you your competitive edge. Host: Sean Michael Kerner Guest: Vinod Bagal For more stories visit venturebeat.com Learn more about your ad choices. Visit megaphone.fm/adchoices ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/beyond-the-pilot-enterprise-ai-in-action-7531113/episodes/venture-beat-in-conversation-mongodb-from-lift-and-shift-to-ai-ready-data/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/beyond-the-pilot-enterprise-ai-in-action-7531113/venture-beat-in-conversation-mongodb-from-lift-and-shift-to-ai-ready-data.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.