MING Labs · April 2026

The GenAI Playbook

What we learned from 50+ enterprise AI engagements, closed-door roundtables with Fortune 500 AI leaders, and the implementations that actually work.

Sebastian Mueller · MING Labs

How to use this pack

1
Start here — the briefing. 12 minutes. What's actually happening in enterprise AI right now.
2
Go deeper — the frameworks. Pick the one that matches your stage. Each has a fillable canvas.
3
Find your gaps — the self-assessment. 2 minutes. Honest score with a specific next step.
Start Here 12 min read

What We Heard in The Room

The uncomfortable numbers. The accuracy trap. Where AI actually lands. The blockers nobody puts in the deck. Field intelligence from closed-door roundtables, cross-referenced with McKinsey, Gartner, HBR, and BCG research.
Go Deeper 20 min deep-dive

Four Frameworks for Enterprise GenAI

Prioritization Matrix · Six Strategic Decisions · 6-Week POC-to-Profit Blueprint · Operating Model. Each grounded in real engagement patterns — not theory.

📋 Includes 4 fillable canvases — BMC-style worksheets you can print or fill digitally. One per framework.
Find Your Gaps 2 min interactive

Where Does Your Org Actually Stand?

6 questions across data, ownership, process, and culture. An honest score with personalized framework recommendations. Copy-and-share ready.

Let's apply this to your specific situation.

30 minutes. Your use cases, your org, your data. I'll map the right framework to your stage and tell you what the first move is.

Let's Look at Your Top 3 Use Cases →
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Design and AI implementation since 2011. 50+ enterprise clients across pharma, chemicals, industrial tech, energy, manufacturing, and financial services. We don't sell platforms. We build what works.