Episode Summary
Gregg Bauer has watched adoption curves play out for four decades — from pervasive computing before it was called IoT, through multiple market cycles, and now into AI. That experience gives him a grounded perspective that cuts through the noise around artificial intelligence.
In this conversation, Gregg and Amanda explore why AI is being adopted at a pace that makes every prior technology look slow — and what’s still holding organizations back. While consumer adoption is accelerating, enterprise adoption remains constrained by data quality, security, and organizational change.
Gregg also discusses the emerging role of small language models as a practical path for small and medium businesses, along with real-world healthcare applications including claims denial management, early neurological disease detection, and AI-driven dietary interventions.
The conversation closes on a principle Gregg returns to throughout:
AI augments people — it doesn’t replace them.
Key Themes
Why AI Adoption Is Different This Time
AI adoption is accelerating due to existing infrastructure, low experimentation cost, and immediate perceived value. But enterprise adoption still depends on trust, governance, and data readiness.
Small Language Models and Practical AI
Gregg distinguishes between large language models and smaller, domain-specific models that can be deployed on-premise, trained on proprietary data, and used as operational “coworkers.”
AI as Augmentation, Not Replacement
Organizations that focus on augmenting human judgment — rather than replacing people — are more likely to see successful adoption.
Healthcare Applications Moving Beyond Hype
Examples discussed include claims denial management, early neurological disease detection through wearables and voice analysis, and AI-driven dietary interventions for neurodegenerative disease.
About the Guest — Gregg Bauer
Gregg Bauer is Managing Partner at Scale-Up Labs, a venture originating firm combining a venture studio, investment platform, and acceleration program connecting entrepreneurs from Latin America and Europe with U.S. capital markets.
He began his career at Rockwell Corporation before building startups, including one of the earliest IoT companies, later taken public. He later formed Spinnaker Venture Partners, which evolved into Scale-Up Labs. His work today spans healthcare, advanced manufacturing, and energy sustainability, with a focus on applied AI and global company formation.
Scale-Up Labs: https://www.scaleuplabs.vc/
Gregg Bauer LinkedIn: https://www.linkedin.com/in/greggdbauer/
About the Host — Amanda Verner Thompson
Amanda Verner Thompson is the Founder of Madison Advisory AI, a strategic advisory firm focused on helping founders, operators, and advisors navigate growth, capital strategy, and decision-making in an evolving market environment.
A former healthcare investment banker with nearly two decades of experience, Amanda launched the Madison Advisory AI Podcast to explore how leadership, capital, and technology are reshaping advisory businesses and ownership transitions.
LinkedIn: https://www.linkedin.com/in/amanda-verner-thompson/
Website: https://madisonadvisory.ai
