Enterprising Minds

Alex opens with a side project he cannot put down: a statistical model that answers which small business a town can actually support, and where it should go. He built it from free U.S. Census APIs, Overture business data, and a federal dataset on underserved healthcare areas, stitched together with Python in a free Google Colab notebook. The finding underneath the project is the part worth keeping...

Buying AI seats is not the same as rolling out AI. The gap between the two is training, and it's where most enterprise deployments quietly stall. This episode covers what actually drives adoption: culture, access setup, and hands-on demos that give people a reason to care before you hand them a tool. AI doesn't behave like a normal software rollout. The capabilities keep shifting from ch...

What is the real ROI of AI—and how do you prove it without reducing every benefit to hours saved or headcount eliminated? Alex and Dave dig into the increasingly complicated business case for enterprise AI, from software licenses and token costs to agentic workflows, human oversight, and the danger of measuring productivity by output alone. They examine why an AI-generated presentation, report, ma...

A casual question about the card game Phase 10 turned into 7.5 million Monte Carlo simulations, a research paper, a DOI, an ORCID-linked researcher profile, and a submission for publication. In this episode of Enterprising Minds, Alex explains how an AI-assisted probability question became an unexpected research project—and why the experience felt fundamentally different from ordinary chatbot use....

Microsoft Copilot promises deep integration with the tools businesses already use—but licensing restrictions, limited access, and inconsistent capabilities can make the experience frustrating. In Episode 81 of Enterprising Minds , the team explores the gap between enterprise AI platforms and more flexible tools like ChatGPT, Claude, and Gemini. They discuss why Copilot can feel limited, how AI age...

In Episode 80 of Enterprising Minds, Dave breaks down one of the most useful shifts he has made in working with AI: separating discovery from execution. Instead of jumping straight to “create this thing,” Dave walks through how to use AI to build better context first. He shares how he created an AI project manager for work, used voice memos to capture project details, developed personal brand stan...

In Episode 79 of Enterprising Minds, Alex and Dave dig into the current state of AI in marketing, business, and everyday workflows — from the shift away from prompt engineering toward AI agents, to the growing reality check around costs, token limits, subscriptions, and automation fatigue. The conversation explores whether AI agents still deliver enough value to justify the time spent building and...

In this episode of Enterprising Minds, Dave and Alex explore how AI is moving beyond simple chat tools and into more complex workflows, from Microsoft Copilot Studio agents to personal AI project management systems. Alex shares what it is like to build agents inside Copilot Studio, including the surprising complexity of creating tightly governed enterprise tools, the difference between personal AI...

What will education look like 15 years from now — and will college still matter? In this episode of Enterprising Minds, Alex, Dave, and Ruthi explore the future of education through a first-principles lens: What is school actually for? Is it about job skills, critical thinking, confidence, community, or learning how to learn? The conversation covers how AI tutors and personalized learning could re...

In EP 76 of Enterprise Minds, Alex and Dave get tactical about the AI workflows they’re actually using right now. Alex shares how he built personal agents for lawn care, plant watering, groceries, and even work-from-home fitness reminders—while also unpacking the real tradeoffs of giving AI access to browsers, calendars, and notifications. Dave explains why personalized AI use cases are what final...

In this episode of Enterprising Minds , Dave, Alex, and Ruthi dig into their latest experiences with Claude and Claude Code, and why these tools sparked a genuine “oh crap” moment about how quickly AI is changing work. Dave shares how Claude compressed months of startup research into a polished report and slide deck in under half an hour, while Alex explores how AI is becoming less of a novelty an...

In this episode of Enterprising Minds, the team digs into where AI still falls short in real-world work. Alex shares how Claude and ChatGPT produced polished SEO and paid search reports that completely missed critical issues hiding in the source data, while also struggling badly with logic and humor in a fiction-writing experiment. Ruthi and Dave unpack why AI often excels at summarizing known bes...

In the first Enterprising Minds episode of 2026 with Dave, Alex, and Ruthi together, the team pushes back on sensational “AI will wipe out white-collar jobs” claims and reframes the conversation around what actually changes: tasks, adoption speed, and competitive pressure. They break down why automation is harder than it sounds (messy data, brittle processes, human preferences), why startups may o...

In this episode of Enterprising Minds , Alex Pokorny and Dave Dougherty dive into the nuanced realities of integrating AI in marketing. While leadership teams chase AI-powered productivity, frontline employees often face clunky implementations and questionable benefits. The hosts dissect where AI truly shines—like eliminating mundane tasks and enabling strategic thinking—and where it adds unnecess...

In Episode 71 of Enterprising Minds , Dave Dougherty and Alex Pokorny unpack “The Fallacy of Automating Everything”—why the promise of push-button productivity keeps running into real-world limits. They trade war stories from SEO and digital marketing, where AI can absolutely help (meta descriptions, outlines, audits, ideation), but quickly breaks down when context, accuracy, maintenance, or scale...

In this episode of Enterprising Minds, host Dave Dougherty welcomes Kristen Juve, Senior Agile Coach at General Mills, for an insightful discussion on Agile’s evolution in the corporate world, mentoring early-career talent, and navigating unconventional career paths. Kristen shares hard-won lessons from graduating during a recession, the power of cross-functional skills, and the importance of inte...

In this episode of Enterprising Minds , the crew unpacks the evolving state of AI—from sky-high hype to grounded reality. Alex Pokorny, Ruthi Corcoran, and Dave Dougherty discuss the intersection of AI tools, job markets, enterprise adaptation, and leadership bias. They dive into the true potential and current limitations of AI, how corporations are navigating uncertainty, and what makes AI integr...

In this energizing final episode of 2025, the Enterprising Minds crew—Dave Dougherty, Alex Pokorny, and Ruthi Corcoran—dive deep into the tech, business, and cultural shifts we can expect in 2026. Revisiting their past predictions with the help of AI tools like ChatGPT and NotebookLM, the trio candidly assesses their wins, misses, and surprising developments. From the evolving role of chatbots to...

In this insightful episode of Enterprising Minds , Alex Pokorny and Dave Dougherty dive into the nuanced debate of certifications versus real-world experience in the digital marketing and analytics world. From the shifting skillsets required to stay competitive in analytics to the impact of evolving privacy laws and the rise of AI-driven traffic, this conversation unpacks the layers of modern mark...

In this heartfelt and insightful episode of Enterprising Minds, Ruthi opens up about a tough professional day and how AI became an unexpected emotional sounding board. Dave and Alex join the discussion to explore the evolving role of AI tools like ChatGPT, Claude, Gemini, and Copilot—not just for productivity, but as personal and professional support systems. From managing workplace frustrations t...

In this episode of Enterprise Minds , Dave Dougherty and Alex Pokorny tackle the ever-evolving world of B2B content strategy. Whether you're stepping into a new marketing role or overhauling outdated content, they explore tactical steps, team dynamics, and AI-driven tools that can streamline your workflow without sacrificing creativity. They discuss how to prioritize content fixes, gather cri...

In this episode of Enterprising Minds, the crew dives deep into how individuals and organizations react to generational shifts, technological change, and the rise of AI. From the cyclical nature of generational stereotypes to the challenges of implementing new tools, the conversation moves seamlessly between home improvement metaphors and enterprise-level AI adoption. With candid anecdotes and sha...

In this episode of Enterprising Minds , Dave Dougherty, Alex Pokorny, and Ruthi Corcoran tackle the enduring question: Is SEO really dead? From the rise of AI-driven search behaviors to the evolving nature of content marketing, the trio explores whether traditional SEO tactics still hold weight or if it's time to pivot entirely.  They also dive into AI optimization, legal implications of LLM-...

Dave and Alex tackle the dark side of “productivity hacks” and automation. What they save you upfront can quietly cost you in maintenance, admin, and attention. Dave shares a real-world attempt to automate podcast workflows with Make.com and why he ultimately chose a done-for-you social tool. The duo explores why conceptual computer science matters more than memorizing syntax, how to survive the “...

Dave and Alex get real about the “AI FOMO” era—why flashy tools and hypey ads won’t fix messy workflows, how automation platforms like Make, n8n, and Zapier actually help (and where they don’t), and what “mullet content strategy” means for brand hygiene and long-term reputation. From meta description fails to the risks of letting employees be your influencers, this episode is a candid, funny, and...