AI at Work
What does AI implementation actually look like when you move beyond the hype? Aaron Wilt, CEO of 40-person Pulse V Holdings, shares the unfiltered reality of deploying AI in a mid-market business where technical sophistication meets organizational complexity. This conversation reveals why even leaders who deeply understand AI struggle with organizational deployment, and what it really takes to bridge the gap between AI demos and business transformation. Aaron breaks down the "trust calibration" problem, the three-way intersection most companies lack, and why winners use AI to win harder while others get left behind. Key topics covered: ✅ The implementation bottleneck - why technical knowledge isn't enough ✅ Trust calibration - when 85% AI accuracy is acceptable vs. dangerous ✅ Building AI teams - pairing skeptics with dreamers for maximum impact ✅ Control vs. scale - centralized innovation vs. distributed adoption ✅ The SaaSpocalypse - how AI enables internal capability building ✅ Risk management - deterministic vs. probabilistic AI applications ✅ Team dynamics - getting non-technical staff to adopt AI tools ✅ Future-proofing - what to tell kids about AI and careers Get practical AI guidance: https://assessment.ascendlabs.ai/ [https://assessment.ascendlabs.ai/] Book a conversation with Kevin: tidycal.com/kevinwilliams [http://tidycal.com/kevinwilliams] TIMESTAMPS: 00:00 — Introduction and Aaron's background 03:00 — AI evolution: Chat bot to context to orchestration eras 08:00 — The probabilistic nature problem and trust calibration 15:00 — Current AI stack and team adoption at Pulse V 22:00 — Risk management and process controls 28:00 — The SaaSpocalypse and internal capability building 31:00 — Organizational challenges and people dynamics 38:00 — Developer resistance and team composition 42:00 — Future education and closing thoughts Show Notes & Links: https://www.spark6.com/podcast [https://www.spark6.com/podcast] Submit listener questions: elijah@spark6.com [elijah@spark6.com] kevin@ascendlabs.ai [kevin@ascendlabs.ai] Check out Kevin’s stuff: Ascend Labs: https://ascendlabs.ai/ [https://ascendlabs.ai/] Follow Kevin on LinkedIn: https://www.linkedin.com/in/kevinguywilliams/ [https://www.linkedin.com/in/kevinguywilliams/] Check out Eli’s Stuff: SPARK6 Agency: https://www.spark6.com/ [https://www.spark6.com/] Sign up for FREE AI Framework Friday Newsletter: https://www.spark6.com/newsletter [https://www.spark6.com/newsletter] Follow Elijah on LinkedIn: https://www.linkedin.com/in/elijahszasz/ [https://www.linkedin.com/in/elijahszasz/]
28 episoder
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