scripod.com

AI Proficiency: From Users to Builders

Practical AI

3 HOURS AGO
Practical AI

Practical AI

3 HOURS AGO

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

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.
00:02
Practical AI adoption drives enterprise transformation
06:14
AI works best when aligned with daily work
13:16
The goal is turning AI users into builders
17:41
Bring everyone along in the AI transition.
26:18
AI should fit the workflow, not disrupt it
32:41
Durable AI must honor the work it supports.
37:08
AI value comes from solving real business problems
39:09
Let AI handle tasks; let humans shape outcomes.
48:29
AI value comes from impact, not just efficiency
52:51
Imperfect AI can unlock transformative possibilities

Chapters

Introduction to AI Transformation
00:00
Understanding Organizational Performance and AI
02:45
Defining AI Proficiency Levels
10:33
Sponsor: Prediction Guard
15:22
Navigating Employee Resistance to AI
17:38
Addressing Fears and Concerns about AI Adoption
18:45
Integrating AI with Existing Tools
27:12
Sponsor: Midwest AI Summit
33:04
Identifying and Training L2 Candidates
34:08
The Role of L2s in Value Creation
39:00
Orchestrating Human and AI Collaboration
45:19
Encouraging Creative Solutions in AI Adoption
52:51
See you next time!
55:09

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...