The End of Stale AI Data with Snow Leopard | GTwGT Episode #99 скачать в хорошем качестве

The End of Stale AI Data with Snow Leopard | GTwGT Episode #99

We all talk about #AI, but what good is it if your models are powered by stale, outdated data? In Episode 99 of Great Things with Great Tech, Deepti Srivastava, founder and CEO of Snow Leopard, and former founding PM of Google Spanner, calls out the broken state of enterprise AI. With decades of experience in distributed systems and data infrastructure, Deepti unveils how Snow Leopard is redefining how AI applications are built, by tapping into live, real-time data from SQL and APIs without the need for ETL or pipelines. Instead of relying on static snapshots or disconnected data lakes, Snow Leopard’s #agentic platform queries native sources like PostgreSQL, Snowflake, and Salesforce on-demand, empowering AI to live directly in the critical decision path. 🔹 In This Episode, We Cover: ✔️ Deepti’s journey from building Spanner at Google to founding Snow Leopard AI. ✔️ Why most enterprise AI fails due to reliance on stale data and outdated pipelines. ✔️ How Snow Leopard federates live data across SQL and APIs with zero ETL. ✔️ The limitations of vector databases in structured, real-time business use cases. ✔️ Why putting AI in the critical path of business decisions unlocks real value. 00:00 The Problem with Enterprise AI 00:58 Welcome & Company Name Origins 01:36 Deepti’s Global Journey into Tech 03:30 From Distributed Systems to Cloud Evolution 06:06 Building Google Spanner 10:58 Why Accuracy Matters in Data 15:30 From Observable to Founding Snow Leopard 20:59 AI in the Critical Decision Path 25:19 No ETL, No Pipelines 30:00 Vector Search is Not Enough 34:34 Agentic Query Generation 37:50 Customization & Client Integration 39:00 Future of Snow Leopard 40:30 Wrap Up Snow Leopard is a U.S.-based technology company founded in 2023 by and is Headquartered in San Francisco, California Snow Leopard specializes in building a platform that enables the development of production-ready AI applications by leveraging live business data. The company's approach focuses on real-time data retrieval directly from sources like SQL databases and APIs, eliminating the need for traditional ETL processes and data pipelines. This innovation allows for more accurate and timely AI-driven business decision. PODCAST LINKS Great Things with Great Tech Podcast: https://gtwgt.com GTwGT Playlist on YouTube:    / @gtwgtpodcast   Listen on Spotify: https://open.spotify.com/show/5Y1Fgl4... Listen on Apple Podcasts: https://podcasts.apple.com/us/podcast... EPISODE LINKS Snow Leopard Web: https://www.snowleopard.ai/ Deepti Srivastava on LinkedIn:  / thedeepti   Snow Leopard on LinkedIn:   / snow-leopard-ai   GTwGT LINKS Support the Channel: https://ko-fi.com/gtwgt Be on #GTwGT: Contact via Twitter/X @GTwGTPodcast or visit https://www.gtwgt.com Subscribe to YouTube:    / @gtwgtpodcast   Great Things with Great Tech Podcast Website: https://gtwgt.com SOCIAL LINKS Follow GTwGT on Social Media: Twitter/X:   / gtwgtpodcast   Instagram:   / gtwgtpodcast   TikTok:   / gtwgtpodcast   🎵 Music by BenSound: https://www.bensound.com ☑️ Support the Channel: https://ko-fi.com/gtwgt