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Your Key to AI Success is Hiding in Plain Sight | Cohesity's Greg Statton
Manage episode 488111091 series 3617425
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What if the most valuable data in your enterprise—the key to your AI future—is sitting dormant in your backups, treated like an insurance policy you hope to never use?
Join Conor Bronsdon with Greg Statton, VP of AI Solutions at Cohesity, for an inside look at how they are turning this passive data into an active asset to power generative AI applications. Greg details Cohesity’s evolution from an infinitely scalable file system built for backups into a data intelligence powerhouse, managing hundreds of exabytes of enterprise data globally. He recounts how early successes in using this data for security and anomaly detection paved the way for more advanced AI applications. This foundational work was crucial in preparing Cohesity to meet the new demands of generative AI.
Greg offers a candid look at the real-world challenges enterprises face, arguing that establishing data hygiene and a cross-functional governance model is the most critical step before building reliable AI applications. He shares the compelling story of how Cohesity's focus on generative AI was sparked by an internal RAG experiment he built to solve a "semantic divide" in team communication, which quickly grew into a company-wide initiative. He also provides essential advice for data professionals, emphasizing the need to focus on solving core business problems.
Chapters:
00:00 Introduction
00:36 The Role of Gaming in AI Development
05:43 Personal Gaming Experiences
08:26 The Intersection of AI and Gaming
12:53 Importance of Data in Game Development
19:03 User Testing and QA in Gaming
25:49 Postmortems and Telemetry
27:21 Beta Testing and Data Preparedness
29:18 Traditional AI vs Generative AI
31:31 Challenges of Implementing AI in Games
35:57 Leveraging AI for Data Analytics
39:41 Automated QA and Reinforcement Learning
42:01 AI for Localization and Sentiment Analysis
44:21 Future of AI in Gaming
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Company Website: cohesity.com
LinkedIn: Gregory Statton
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