In this episode of Turpentine VC, Erik Torenberg welcomes back Tomasz Tunguz, GP of Theory Ventures. They dissect the investment landscape of data businesses through the lens of Databricks. They analyze the company's growth trajectory, competition with Snowflake, and its potential in the AI era. Tom presents bull and bear investment cases, discusses valuation metrics, and explores the strategic importance of data catalogs. They also cover the emerging trends in the modern data stack, potential market consolidation, and the impact of AI on investment opportunities. 🔥 Apply to join over 400 founders and Execs in the Turpentine Network: https://hmplogxqz0y.typeform.com/to/JCkphVqj — RECOMMENDED PODCASTS: 🎙️ This Won't Last - Eavesdrop on Keith Rabois, Kevin Ryan, Logan Bartlett, and Zach Weinberg's monthly backchannel. They unpack their hottest takes on the future of tech, business, venture, investing, and politics. Apple Podcasts: https://podcasts.apple.com/us/podcast/id1765665937 Spotify: https://open.spotify.com/show/2HwSNeVLL1MXy0RjFPyOSz YouTube: https://www.youtube.com/@ThisWontLastpodcast — SPONSORS: 🛠️ Building an enterprise-ready SaaS app? WorkOS has got you covered with easy-to-integrate APIs for SAML, SCIM, and more. Join top startups like Vercel, Perplexity, Jasper & Webflow in powering your app with WorkOS. Enjoy a free tier for up to 1M users! Start now at https://bit.ly/WorkOS-Turpentine-Network 💥 Head to Squad to access global engineering without the headache and at a fraction of the cost: head to https://choosesquad.com/ and mention “Turpentine” to skip the waitlist. — LINKS: Tomasz’ website: https://tomtunguz.com/ Theory Ventures: https://theory.ventures/  Databricks: https://www.databricks.com/  Databricks' Accelerating Growth: https://tomtunguz.com/databricks-growth-2024/  — FOLLOW ON X: @eriktorenberg (Erik) @ttunguz (Tomasz) @turpentinemedia (Turpentine) — TIMESTAMPS: (00:00) Introduction (00:40) Tomasz' initial thoughts on Databricks (02:09) Understanding Databricks' technology  (05:00) Unstructured data pipelines & applications (06:11) Databricks' market opportunity & competitors (08:05) Investability of Databricks (10:24) Databricks vs. Snowflake: investment insights and market predictions (13:10) Sponsors: WorkOS | Squad (15:36) Bull & bear case for Databricks (14:12) Unbundling of the database (17:23) Databricks bullish outlook & investment considerations (21:51) Databricks: a difficult technical problem (23:15) The power of the data catalog (25:25) Open vs. closed source: the Databricks & Snowflake dynamic (28:58) The importance of compute workloads (30:01) The modern data stack and the AI strategy (31:31) Investor perspective and the evolution of the market (33:30) The evolution of business intelligence  (35:55) Databases & Al models (37:46) The GPU market and NVIDIA's future (43:09) Wrap