Case Study Zero
The clearest proof is the practice itself.
Most AI consultants talk about AI. Very few of them use it to run their own business. I do.
The premise
Why this page exists.
This page exists because the clearest proof of what AI can do for your operations is what it's already doing for mine. I built this consulting practice as one person with AI doing the work that would otherwise require a team of three to five.
What AI runs in my practice
Concrete functions. No hand-waving.
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Strategy and framework management
The consulting framework you're reading right now (the ICP, the tiered pricing, the 5-axis scoring model, the industry overlays) is maintained inside a structured file system that AI reads and updates as the practice evolves.
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Client intake and assessment
When a prospect responds to a questionnaire, AI extracts the data, scores use cases against the framework, and builds the first draft of the roadmap deck.
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Proposal drafting
Every proposal is AI-drafted from templates tuned to my voice, then I edit and send.
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Market analysis
Wisconsin SAM sizing, vertical prioritization, competitive landscape. All AI-produced and pressure-tested by me.
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Session logging and retrospectives
Every client session gets logged automatically, and a separate AI loop reads the logs to surface framework improvements.
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Research and benchmarking
Including the Cheney / GenAIPI benchmark analysis that shaped this practice's commercial architecture.
The point
What this means for your business.
If AI can run a consulting practice (sales, delivery, operations, research, client management), it can run the functions you're still doing by hand. The only question is which ones, in what order, and how fast the payback shows up.
That's what the Assessment answers.
Ready to talk?
A first conversation is 30 minutes. The maturity model is the deeper read. Or run the fit scorer for a two-minute self-check.