AI Proficiency: From Users to Builders
Practical AI
3 HOURS AGO
AI Proficiency: From Users to Builders
AI Proficiency: From Users to Builders

Practical AI
3 HOURS AGO
Shownote
Shownote
As AI continues to reshape how organizations work, companies are increasingly
asking what AI proficiency should look like across their workforce, and how they
can help employees adapt without simply mandating AI adoption. Our returning
guest Mike Lewis, Chief AI Architect at TiER1 Performance, joins Dan and Chris
to explore AI proficiency through the L0–L3 framework, with a particular focus
on the role of non-technical builders. They discuss AI resistance, identifying
the right people to build AI-powered solutions, turning tacit knowledge into
durable processes, and finding measurable business value from AI.
Mike Lewis was previously on Practical AI episode 289:
https://practicalai.show/289 [https://practicalai.show/289]
Featuring:
* Mike Lewis – LinkedIn [https://www.linkedin.com/in/aisolutionist/]
* Chris Benson – Website [https://chrisbenson.com/], LinkedIn
[https://www.linkedin.com/in/chrisbenson], Bluesky
[https://bsky.app/profile/chrisbenson.bsky.social], GitHub
[https://github.com/chrisbenson], X [https://x.com/chrisbenson]
* Daniel Whitenack – Website [https://www.datadan.io/], GitHub
[https://github.com/dwhitena], X [https://x.com/dwhitena]
Links:
* TiER1 Performance [https://tier1performance.com/]
* Your New Job Is to Onboard AI Agents: How AI Native Companies Actually
Operate [https://creatoreconomy.so/p/your-new-job-is-to-onboard-ai-agents]
Sponsors:
* Midwest AI Summit: Join AI practitioners on October 15 in Indianapolis for
practical sessions, hands-on discussions, and real-world AI solutions. Use
code PracticalAI20 to save 20% on your registration.
https://midwestaisummit.com/#tickets [https://midwestaisummit.com/#tickets]
* Prediction Guard: A self-hosted AI control plane for running agents in high
impact environments. predictionguard.com/practicalai
[https://predictionguard.com/practicalai]
Resources and Events:
* Register for upcoming webinars here [https://practicalai.fm/webinars]!
* Prior Webinars from our partner Prediction Guard
[https://www.youtube.com/playlist?list=PLRpRdFmBfdF6boDgAD3nNaLm8Yx4KN2Vt]
* Midwest AI Summit 2026 [https://midwestaisummit.com/]
Highlights
Highlights
This episode examines how organizations can make AI adoption practical, inclusive, and valuable by developing the right skills, workflows, and people rather than imposing technology from the top down.
Chapters
Chapters
Introduction to AI Transformation
00:00Understanding Organizational Performance and AI
02:45Defining AI Proficiency Levels
10:33Sponsor: Prediction Guard
15:22Navigating Employee Resistance to AI
17:38Addressing Fears and Concerns about AI Adoption
18:45Integrating AI with Existing Tools
27:12Sponsor: Midwest AI Summit
33:04Identifying and Training L2 Candidates
34:08The Role of L2s in Value Creation
39:00Orchestrating Human and AI Collaboration
45:19Encouraging Creative Solutions in AI Adoption
52:51See you next time!
55:09Transcript
Transcript
Daniel Whitenack: Welcome to the Practical AI Podcast, where we break down the real-world applications of artificial intelligence and how it's shaping the way we live, work, and create. Our goal is to help make AI technology practical, productive, and acce...
