Data + AI Perspectives

Generative AI is advancing at a pace few anticipated. ChatGPT’s growth in revenue and monthly active users has more than doubled year over year, and its momentum continues to accelerate. Businesses are rapidly integrating Gen…

Over the years, I’ve been in rooms where brilliant data scientists were pushing the limits of model precision—and no one in the business understood what they were talking about. I’ve also sat with business leaders…

You’ve invested in your data. Your architecture is modern, your pipelines are humming, and your dashboards are live. But if you’re like most organizations, you’re still facing a frustrating gap: turning that insight into immediate,…

Introduction In my years as a cloud data architect, I’ve seen firsthand how cumbersome data processes can hinder progress. I challenge my teams and my clients to not let cloud platforms (or the IT teams…

A new administration is taking shape, and if history is any guide, another surge in mergers and acquisitions (M&A) could be on the horizon. During President Trump’s first term, M&A activity saw notable growth. If…

Growing up in Cincinnati, I was surrounded by the hum of supply chain activity. As one of the largest inland ports in the U.S., the city was a crossroads of commerce, and logistics were a…

As AI continues to transform the way we work, live, and innovate, one hot topic has risen to the forefront in 2025: Explainable AI (XAI) and Ethical AI. These aren’t just buzzwords; they’re the foundations…

As a mid-sized business leader, you’re likely hearing a lot about the potential of artificial intelligence (AI) to revolutionize operations, reduce costs, and boost revenue. But where do you start? Developing a solid AI data…

Over the last 25 years in data and analytics consulting, I’ve helped organizations across various industries leverage the power of machine learning (ML) to drive impactful business outcomes. While many organizations can develop accurate models,…

Imagine this: Your marketing team is tasked with analyzing the performance of a recent campaign. They need to calculate the return on investment (ROI) for different customer segments. Armed with a powerful reporting tool, they…