AI Data Therapy: Confessions from the Trenches

Let's be honest: keeping up with the relentless pace of AI and modern data engineering is exhausting. Between the hype cycles, the pressure to deliver immediate ROI, and a technology landscape that shifts weekly, it's easy to feel like you're the only one trying to hold it all together behind the scenes.

Welcome to AI Data Therapy—a strictly no-judgment, presentation-free zone designed for real talk. This interactive session is an open forum for practitioners to unplug from polished, perfect case studies and share the messy reality of what it actually takes to work in data today.

Scott Smith

Consulting Director

WiT

Scott Smith is a data, analytics, and automation industry veteran, with more than thirty years of experience helping companies turn raw data into information assets. Having witnessed his share of technology revolutions, he is enthusiastically navigating the latest one, artificial intelligence, with equal parts experience, curiosity, and a healthy dose of humility. A streetwise management consultant and solution architect, Mr. Smith leads the consulting practice at WIT Solutions, a boutique data & AI consulting firm headquartered in Troy, Michigan.

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No One’s Reading Your Dashboards: How to Design Better Data Visualizations

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Stop Rebuilding: Data Contracts for the Mess You Already Have