One of the biggest surprises of the generative AI revolution over the past 2 years lies in the counter-intuitiveness of its most successful use cases. Counter to most predictions made about AI years ago, AI-assisted coding, specifically AI-assisted data work, has been surprisingly one of the biggest killer apps of generative AI tools and copilots. However, what happens when we take this notion even further? How will analytics workflows look like when generative AI tools can also assist us in problem-solving? What type of analytics use cases can we expect to operationalize, and what tools can we expect to work with when AI systems can provide scalable qualitative data instead of relying on imperfect quantitative proxies? Today’s guest calls this future “weird”.
Benn Stancil is the Field CTO at ThoughtSpot. He joined ThoughtSpot in 2023 as part of its acquisition of Mode, where he was a Co-Founder and CTO. While at Mode, Benn held roles leading Mode’s data, product, marketing, and executive teams. He regularly writes about data and technology at benn.substack.com. Prior to founding Mode, Benn worked on analytics teams at Microsoft and Yammer.
Throughout the episode, Benn and Adel talk about the nature of AI-assisted analytics workflows, the potential for generative AI in assisting problem-solving, how he imagines analytics workflows to look in the future, and a lot more.
About the AI and the Modern Data Stack DataFramed Series
This week we’re releasing 4 episodes focused on how AI is changing the modern data stack and the analytics profession at large. The modern data stack is often an ambiguous and all-encompassing term, so we intentionally wanted to cover the impact of AI on the modern data stack from different angles. Here’s what you can expect:
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#211 What is AIOps? With Assaf Resnick, Co-Founder & CEO of BigPanda
#210 Trust and Regulation in AI with Bruce Schneier, Internationally Renowned Security Technologist
#209 Effective Data Engineering with Liya Aizenberg, Director of Data Engineering at Away
#208 Monetizing Data & AI with Vin Vashishta, Founder & AI Advisor at V Squared, & Tiffany Perkins-Munn, MD & Head of Data & Analytics at JPMC
#207 Data Driven Venture Capital with Andre Retterath, Partner at Earlybird VC
#206 The Venture Mindset with Ilya Strebulaev, Economist & Professor at Stanford Graduate School of Business
#205 The 2nd Wave of Generative AI with Sailesh Ramakrishnan & Madhu Iyer, Managing Partners at Rocketship.vc
#204 Data & AI Trends in 2024, with Tom Tunguz, General Partner at Theory Ventures
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#202 Making Data Governance Fun with Tiankai Feng, Data Strategy & Data Governance Lead at ThoughtWorks
#201 The Database is the Operating System with Mike Stonebraker, CTO & Co-Founder At DBOS
#200 50 Years of SQL with Don Chamberlin, Computer Scientist and Co-Inventor of SQL
#199 Creating an AI-First Culture with Sanjay Srivastava, Chief Digital Strategist at Genpact
#198 How Walmart Leverages Data & AI with Swati Kirti, Sr Director of Data Science at Walmart
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#194 [Radar Recap] Scaling Data ROI: Driving Analytics Adoption Within Your Organization with Laura Gent Felker, Omar Khawaja and Tiffany Perkins-Munn
#193 [Radar Recap] From Data Governance to Data Discoverability: Building Trust in Data Within Your Organization with Esther Munyi, Amy Grace, Stefaan Verhulst and Malarvizhi Veerappan
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