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Just Curious: Applied AI for Value Creation
Stuart Willson
15 episodes
3 days ago
Evan Glaser, Founder & CEO of Alongside AI, joins Just Curious to break down how middle-market companies can actually deploy AI, without blowing up risk, compliance, or trust. Drawing on a decade of Fortune 100 experience, Evan explains why governance isn’t a blocker to AI value creation, but the accelerator most operators are missing. You’ll Learn Why AI governance is the fastest way to unlock real productivity—not slow it down How to design practical AI guardrails that let teams inno...
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Evan Glaser, Founder & CEO of Alongside AI, joins Just Curious to break down how middle-market companies can actually deploy AI, without blowing up risk, compliance, or trust. Drawing on a decade of Fortune 100 experience, Evan explains why governance isn’t a blocker to AI value creation, but the accelerator most operators are missing. You’ll Learn Why AI governance is the fastest way to unlock real productivity—not slow it down How to design practical AI guardrails that let teams inno...
Show more...
Business
Technology,
Investing
Episodes (15/15)
Just Curious: Applied AI for Value Creation
How Smart AI Guardrails Unlock Faster Growth (Without Killing Innovation)
Evan Glaser, Founder & CEO of Alongside AI, joins Just Curious to break down how middle-market companies can actually deploy AI, without blowing up risk, compliance, or trust. Drawing on a decade of Fortune 100 experience, Evan explains why governance isn’t a blocker to AI value creation, but the accelerator most operators are missing. You’ll Learn Why AI governance is the fastest way to unlock real productivity—not slow it down How to design practical AI guardrails that let teams inno...
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4 days ago
38 minutes

Just Curious: Applied AI for Value Creation
Alex Gruebele & Chandler Gonzalez - Tau9 Labs | How Tau9 Labs Helped a Manufacturer Cut Quoting Time from Hours to Seconds — and Double Win Rates
Alex Gruebele and Chandler Gonzalez, co-founders of Tau9 Labs, build custom AI systems that solve the messy, high-value problems generic manufacturing software can’t touch. With roots in robotics, hyperscale software, and logistics, they focus on the workflows where context matters most—quoting, downtime, document analysis, and technician knowledge. Their work shows how applied AI can transform mid-market industrial operations in months, not years, by fitting the way factories actually run. ...
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1 month ago
34 minutes

Just Curious: Applied AI for Value Creation
Felix Rösner - Marble AI | How Marble’s AI Clones Uncovered 40% Redundant Work. And Saved 250+ Hours/Month
Felix Rösner, Co-founder of Marble AI, builds AI-driven workflow “clones” that reveal what really happens inside complex enterprise operations. His team helps private equity operators and middle-market leaders uncover hidden inefficiencies, quantify real ROI, and automate with precision instead of guesswork. In this episode, Felix shares why deep context—not tools—is the final moat in AI-enabled organizations. You’ll Learn How capturing keystrokes and screen activity uncovers the real workf...
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1 month ago
32 minutes

Just Curious: Applied AI for Value Creation
Jack Weissenberger - Ciridae | How AI Cut a 3-Hour Workflow to 10 Minutes for a Home Restoration Company
Jack Weissenberger, Co-founder & CTO of Ciridae, shares how his team rebuilds core systems and deploys AI agents that remove bottlenecks across finance, operations, and project management. Ciridae works with private-equity-backed companies to identify the real constraints inside a business and replace slow, manual workflows with AI-native software built in days, not months. Jack’s perspective matters because he’s led AI teams at Apple and Salesforce-acquired 10X and now drives full-stack ...
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1 month ago
28 minutes

Just Curious: Applied AI for Value Creation
Jordan Gurrieri - BlueLabel | How to Turn AI Experiments into Enterprise Systems—Lessons from 300+ Deployments
Jordan Gurrieri, Co-founder & CEO of BlueLabel, explains how mid-market and enterprise operators can finally escape pilot purgatory and deploy AI systems that scale reliably. Drawing on two decades of automation experience and hundreds of shipped products, he breaks down why AI initiatives fail, how to design for workflow fit from day one, and what it takes to turn tribal knowledge and inconsistent pilots into production-grade, agentic workflows. You’ll Learn: Why AI pilots break when mo...
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1 month ago
31 minutes

Just Curious: Applied AI for Value Creation
Brandon Gell - Every | Turning AI Curiosity into Real Adoption
Brandon Gell, Head of Studio at Every, shares how companies move from AI experimentation to true adoption by creating the “magic moments” that make AI indispensable. Drawing from his experience building and selling companies, shipping AI-native products, and advising leadership teams, Brandon breaks down the practical steps operators and investors can use to turn AI into leverage, productivity, and cultural transformation. You’ll Learn: How to uncover high-value workflows by interviewing tea...
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1 month ago
45 minutes

Just Curious: Applied AI for Value Creation
Greg Shove - Section | How AI Is Redefining Leadership Roles
Greg Shove, CEO of Section, breaks down why enterprise AI adoption remains stuck in low single digits—and what leaders must do to unlock meaningful productivity gains. With experience building six companies and training global workforces in applied AI, Greg explains how culture, workflows, and leadership behavior—not tools—determine whether AI becomes a competitive advantage. You'll Learn: Why only ~9% of knowledge workers are truly AI-proficient and how to move teams from anxious to confid...
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1 month ago
43 minutes

Just Curious: Applied AI for Value Creation
Chris Taylor - Fractional AI | 84% Cost Savings & 30-Second Turnarounds: The PE Playbook for Production-Grade AI
Chris Taylor, Co-founder & CEO of Fractional AI, explains how private equity–backed companies are using applied AI to drive measurable operational impact—not experiments. Drawing from deep experience building AI-native services and deploying production systems across dozens of portcos, Chris breaks down how incumbents can move fast, automate real workflows, and turn AI into cost savings, productivity, and defensibility. You’ll Learn: How to identify the workflows where AI can actually de...
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1 month ago
37 minutes

Just Curious: Applied AI for Value Creation
Jay Singh - Casper Studios | AI That Actually Gets Used: How Casper Studios Cut Hedge Fund Research Time by 80%
Jay Singh, Co-founder & CEO of Casper Studios, breaks down how real organizations—hedge funds, PE-backed companies, and growth-stage startups—are actually deploying AI that gets used. Drawing on deep experience building modular, production-grade systems, he explains why small, workflow-anchored wins consistently outperform AI moonshots and how companies can integrate AI without chaos, panic, or overreach. You’ll Learn: Why modular, workflow-specific automation beats monolithic “AI platfo...
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1 month ago
36 minutes

Just Curious: Applied AI for Value Creation
Csongor Barabasi - Bonsai Labs | From POC to 7-Figure ARR in 6 Months: Bonsai Labs’ AI Playbook for PE-Backed Companies
Csongor Barabasi, CEO of Bonsai Labs, helps private equity–backed B2B software companies ship AI products that generate real EBITDA impact. Working with top global PE funds, his team has repeatedly taken companies from idea to paying customers in as little as a few weeks—often unlocking new ARR and defending market share against AI-native competitors. He explains why most AI efforts stall, how to validate use cases fast, and what it takes to turn domain knowledge into production-grade AI work...
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1 month ago
34 minutes

Just Curious: Applied AI for Value Creation
Osman Ghandour - Soal Labs | How AI Gave a Private Credit Firm 50% More Deal Capacity — Without Hiring
Osman Ghandour, Co-founder & CEO of Soal Labs, helps private equity and private credit firms turn chaotic, spreadsheet-driven processes into unified, AI-powered workflows. Working with middle-market teams drowning in SIMs, fragmented systems, and delayed reporting, he shows how well-designed data foundations and targeted automation can unlock 50% more deal capacity without adding headcount. In this conversation, he breaks down what actually drives time-to-value and why AI only works when ...
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1 month ago
25 minutes

Just Curious: Applied AI for Value Creation
Amrit Saxena - SaxeCap | The New AI Playbook for Private Equity
Amrit Saxena, CEO of SaxeCap, shares how he and his team have led more than 100 AI transformations and advised over 40 private equity funds on using AI to expand margins, accelerate growth, and reshape value creation. His perspective matters because SaxeCap has pioneered AI-levered buyouts and proven repeatable frameworks for turning workflow inefficiencies and data assets into enterprise value. In this episode, he breaks down what actually drives returns—and what doesn’t—when applying AI ins...
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1 month ago
31 minutes

Just Curious: Applied AI for Value Creation
Ross Hale - Artium | Enterprise-Grade AI Software That Scales
Ross Hale, CEO of Artium, and Mike McCormick, Artium’s CTO, share how leading organizations are moving from AI experimentation to real production-grade systems. They explain what it takes to build reliable, high-impact AI software in environments where accuracy, governance, and scale truly matter. Their perspective is grounded in deep hands-on work with enterprise and mid-market teams navigating AI adoption today. You'll Learn: How enterprises move from AI proofs-of-concept to production reli...
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1 month ago
39 minutes

Just Curious: Applied AI for Value Creation
Justin Massa - Remix Partners | Building an AI Strategy for SMB Leaders
Justin Massa, Partner & Co-Founder of Remix Partners, helps SMB and mid-market teams translate rapidly evolving AI capabilities into practical workflows that unlock real business value. His perspective matters because he has spent a decade guiding leaders through emerging technology waves and building repeatable frameworks that help organizations identify, experiment with, and operationalize AI in ways that drive competitive differentiation. In this episode, he explains why most executive...
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1 month ago
27 minutes

Just Curious: Applied AI for Value Creation
Jeremy Utley - Stanford, Beyond the Prompt | AI as Your New Strategic Thought Partner
Jeremy Utley, adjunct professor at Stanford and host of Beyond the Prompt, shares how executives and operators can use AI to unlock creativity, accelerate decision-making, and drive transformational change. His work sits at the intersection of innovation, experimentation, and applied AI, making his perspective especially relevant for private equity leaders and middle-market teams navigating rapid operational shifts. In this episode, he breaks down practical ways AI becomes a strategic partner...
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1 month ago
30 minutes

Just Curious: Applied AI for Value Creation
Evan Glaser, Founder & CEO of Alongside AI, joins Just Curious to break down how middle-market companies can actually deploy AI, without blowing up risk, compliance, or trust. Drawing on a decade of Fortune 100 experience, Evan explains why governance isn’t a blocker to AI value creation, but the accelerator most operators are missing. You’ll Learn Why AI governance is the fastest way to unlock real productivity—not slow it down How to design practical AI guardrails that let teams inno...