Contact
Start with an AI Assessment
A rapid read of how the business runs, then a clear path from opportunity to technology. LinkedIn is the primary channel. The form below is an alternative.
Primary channel
Message Ryan on LinkedIn. Say what you need settled, what is in the way, and what a good next 90 days would change. Keep it short.
Continue on LinkedInTypical first steps: AI Assessment, Technology Roadmap, or Exec Facilitation. Coinchange (commercial / partnerships).
Before you write
Four diagnostic questions
Optional, but useful. Name which one hurts most in your note. Full wording lives on the FAQ.
Tacit Knowledge Test
If your best person left tomorrow, is their judgment written down?
Workflow Repeatability Index
Does the same job run the same way across trucks and locations?
AI Leverage Audit
Where would expertise plus AI change a real decision or customer moment?
Asset Reinvention Cycle
After each week, does the system get sharper, or does learning vanish?