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In this episode of AI with Bry, we explore how leaders move beyond AI experimentation and into real execution, especially in high stakes environments like technology diligence, private equity, and mergers and acquisitions. AI is no longer a novelty inside organizations. It is a force multiplier. But like any powerful tool, it requires judgment, context, and experience to generate real value.
I am joined by Greg Smith, a fractional CTO and technology strategist who serves as Managing Partner in the Product and Technology Practice at TechCXO. Greg leads fractional CTO, CIO, CPO, and CISO engagements while advising private equity and venture capital firms on technology diligence. With decades of experience as an operator, founder, and executive, Greg brings a practical lens to AI adoption, leadership, and organizational transformation.
Greg and I unpack what organizations are still misunderstanding about AI. We discuss why top down AI mandates often fail and why grassroots adoption inside teams produces more durable results. We explore how AI is reshaping the tech diligence lifecycle by accelerating information gathering, improving insight extraction, and compressing reporting timelines, while still requiring seasoned judgment in the middle of the process. AI can surface patterns and highlight risks, but it cannot replace wisdom, contextual interpretation, or accountability.
We also dive into how investors are using AI to evaluate companies and why overreliance on automated reports creates false confidence. AI can make technology assessments feel accessible, but it cannot fully interpret architectural nuance, team capability, product maturity, or leadership readiness. We discuss the shift from entry level analytical roles toward higher leverage, product minded technical leadership and how development bottlenecks are moving upstream into product strategy and planning. As AI accelerates execution, clarity of thinking becomes the new constraint.
Whether you are a founder, executive, private equity partner, or technology leader, this episode will help you rethink how AI fits into diligence, innovation, and long term value creation. The mindset shift is clear. AI is not a replacement for leadership. It is an amplifier of it.
What You Will Learn in This Episode
Why Grassroots AI Adoption Outperforms Top Down Mandates
How AI Accelerates Tech Diligence Without Replacing Judgment
Why Information Gathering And Reporting Are Ideal AI Use Cases
How Investors Risk False Confidence From Automated AI Reports
Why Wisdom And Context Still Outperform Pure Prediction Engines
How AI Is Compressing Development Timelines And Shifting Bottlenecks
Why Developers Must Become More Product Minded To Stay Relevant
How To Evaluate AI Claims Inside Portfolio Companies
Why Continuous Innovation Becomes The New Competitive Moat
How Leaders Can Remove Fear And Drive Responsible AI Adoption
Connect with Greg Smith
TechCXO https://www.techcxo.com
LinkedIn https://www.linkedin.com/in/fractionalcto/
Resources, Tools and Platforms Mentioned
AI Models and Assistants
ChatGPT https://chat.openai.com
Claude by Anthropic https://www.anthropic.com/claude
Research and Knowledge Tools
NotebookLM by Google https://notebooklm.google.com
Development or Execution Tools
OpenAI API https://platform.openai.com
Microsoft Azure AI https://azure.microsoft.com/en-us/products/ai-services
Industry or Concept References
Tech Diligence
Fractional CTO Leadership
SOC 2 Compliance
Watch and Follow AI with Bry
Full episodes and show notes https://bry.net/ai
YouTube https://www.youtube.com/@aiwithbry
Instagram https://www.instagram.com/@aiwithbry
Facebook https://www.facebook.com/profile.php?id=61575757332333
TikTok https://www.tiktok.com/@aiwithbry
The future belongs to leaders who move from insight to execution. Learn, leverage, and lead.
By Bryan DennstedtIn this episode of AI with Bry, we explore how leaders move beyond AI experimentation and into real execution, especially in high stakes environments like technology diligence, private equity, and mergers and acquisitions. AI is no longer a novelty inside organizations. It is a force multiplier. But like any powerful tool, it requires judgment, context, and experience to generate real value.
I am joined by Greg Smith, a fractional CTO and technology strategist who serves as Managing Partner in the Product and Technology Practice at TechCXO. Greg leads fractional CTO, CIO, CPO, and CISO engagements while advising private equity and venture capital firms on technology diligence. With decades of experience as an operator, founder, and executive, Greg brings a practical lens to AI adoption, leadership, and organizational transformation.
Greg and I unpack what organizations are still misunderstanding about AI. We discuss why top down AI mandates often fail and why grassroots adoption inside teams produces more durable results. We explore how AI is reshaping the tech diligence lifecycle by accelerating information gathering, improving insight extraction, and compressing reporting timelines, while still requiring seasoned judgment in the middle of the process. AI can surface patterns and highlight risks, but it cannot replace wisdom, contextual interpretation, or accountability.
We also dive into how investors are using AI to evaluate companies and why overreliance on automated reports creates false confidence. AI can make technology assessments feel accessible, but it cannot fully interpret architectural nuance, team capability, product maturity, or leadership readiness. We discuss the shift from entry level analytical roles toward higher leverage, product minded technical leadership and how development bottlenecks are moving upstream into product strategy and planning. As AI accelerates execution, clarity of thinking becomes the new constraint.
Whether you are a founder, executive, private equity partner, or technology leader, this episode will help you rethink how AI fits into diligence, innovation, and long term value creation. The mindset shift is clear. AI is not a replacement for leadership. It is an amplifier of it.
What You Will Learn in This Episode
Why Grassroots AI Adoption Outperforms Top Down Mandates
How AI Accelerates Tech Diligence Without Replacing Judgment
Why Information Gathering And Reporting Are Ideal AI Use Cases
How Investors Risk False Confidence From Automated AI Reports
Why Wisdom And Context Still Outperform Pure Prediction Engines
How AI Is Compressing Development Timelines And Shifting Bottlenecks
Why Developers Must Become More Product Minded To Stay Relevant
How To Evaluate AI Claims Inside Portfolio Companies
Why Continuous Innovation Becomes The New Competitive Moat
How Leaders Can Remove Fear And Drive Responsible AI Adoption
Connect with Greg Smith
TechCXO https://www.techcxo.com
LinkedIn https://www.linkedin.com/in/fractionalcto/
Resources, Tools and Platforms Mentioned
AI Models and Assistants
ChatGPT https://chat.openai.com
Claude by Anthropic https://www.anthropic.com/claude
Research and Knowledge Tools
NotebookLM by Google https://notebooklm.google.com
Development or Execution Tools
OpenAI API https://platform.openai.com
Microsoft Azure AI https://azure.microsoft.com/en-us/products/ai-services
Industry or Concept References
Tech Diligence
Fractional CTO Leadership
SOC 2 Compliance
Watch and Follow AI with Bry
Full episodes and show notes https://bry.net/ai
YouTube https://www.youtube.com/@aiwithbry
Instagram https://www.instagram.com/@aiwithbry
Facebook https://www.facebook.com/profile.php?id=61575757332333
TikTok https://www.tiktok.com/@aiwithbry
The future belongs to leaders who move from insight to execution. Learn, leverage, and lead.