What happens when you apply agent-native AI to one of the most fragmented industries in America? Greg and Satadru explore the evolution from enterprise AI at DataRobot to building automation infrastructure for home service providers. They discuss workflow automation, AI-generated quoting and payments, cold-start marketplaces, and why “point solutions” fail in complex industries.

What happens when you apply agent-native AI to one of the most fragmented industries in America? Greg and Satadru explore the evolution from enterprise AI at DataRobot to building automation infrastructure for home service providers. They discuss workflow automation, AI-generated quoting and payments, cold-start marketplaces, and why “point solutions” fail in complex industries.

Satadru Sangupta - Automating an Entire Industry

DataDay with Greg Michaelson is a podcast about the real lives of people who work with data and AI every day. Not the polished conference-talk version, but the messy, clever, practical, human side of analytics work. Each episode sits down with someone who’s in the trenches building models, shipping dashboards, wrangling pipelines, or experimenting with agentic AI to get actual work done.Host Greg Michaelson digs into how these practitioners think, how they solve problems, and the quirks that make each of them unique. Learn about the shortcuts they swear by, the habits they can’t break, the tools they love, the ones they avoid, and the weird constraints that shape their day-to-day.You’ll hear stories about debugging agents at 2AM, designing workflows that survive contact with real users, navigating organizational chaos, and figuring out how to stay curious while the field changes under your feet. It’s a practical, grounded conversation about doing data and AI work in the real world, one day at a time.

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DataDay with Greg Michaelson is a podcast about the real lives of people who work with data and AI every day. Not the polished conference-talk version, but the messy, clever, practical, human side of analytics work. Each episode sits down with someone who’s in the trenches building models, shipping dashboards, wrangling pipelines, or experimenting with agentic AI to get actual work done. Host Greg Michaelson digs into how these practitioners think, how they solve problems, and the quirks that make each of them unique. Learn about the shortcuts they swear by, the habits they can’t break, the tools they love, the ones they avoid, and the weird constraints that shape their day-to-day. You’ll hear stories about debugging agents at 2AM, designing workflows that survive contact with real users, navigating organizational chaos, and figuring out how to stay curious while the field changes under your feet. It’s a practical, grounded conversation about doing data and AI work in the real world, one day at a time.

DataDay with Greg Michaelson&nbsp;is a podcast about the real lives of people who work with data and AI every day. Not the polished conference-talk version, but the messy, clever, practical, human side of analytics work. Each episode sits down with someone who’s in the trenches building models, shipping dashboards, wrangling pipelines, or experimenting with agentic AI to get actual work done.Host Greg Michaelson digs into how these practitioners think, how they solve problems, and the quirks that make each of them unique. Learn about the shortcuts they swear by, the habits they can’t break, the tools they love, the ones they avoid, and the weird constraints that shape their day-to-day.You’ll hear stories about debugging agents at 2AM, designing workflows that survive contact with real users, navigating organizational chaos, and figuring out how to stay curious while the field changes under your feet. It’s a practical, grounded conversation about doing data and AI work in the real world, one day at a time.

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Satadru Sangupta - Automating an Entire Industry

Satadru Sangupta - Automating an Entire Industry