AI Economics Strategy
The Contractor Nobody Signed Off On
AI was the unsanctioned helper every company quietly encouraged. Now finance found the invoice. What the tokenmaxxing reckoning says about the bigger bet.
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Kevin P.
Davison
I help mid-market and enterprise teams adopt AI with discipline and modernize aging web platforms — without runaway cost or risk. 20+ years in web platform engineering, writing honestly about what actually works.
◆ AI Enablement
◆ Platform Modernization
◆ Performance & Security
I translate technical complexity into business language — and I've been doing it since 1996, when the web was new and the rules hadn't been written yet.
Currently leading Commercial Technology web development at Fluke Corporation. I write about AI, distributed teams, platform modernization, and what it actually takes to build things that last.
Full story →20+
Years in tech
1996
When I started
150+
Projects shipped
Seattle
Based in WA
Expertise
What I Do
AI Adoption — Done with Discipline
Business case before tooling. Governance before rollout. Team enablement before headcount promises. I help organizations adopt AI in a sequence that holds up — and measure the productivity gains instead of asserting them.
Read the case study →Platform Modernization & Cost Takeout
Aging web estates carry quiet costs — licenses, vendors, infrastructure, drag. I migrate legacy platforms to modern, lower-cost architectures without disrupting operations, and make the savings show up in the budget.
Read the case study →Performance & Security Hardening
High-traffic platforms have to be fast and defensible. Edge architecture, WAF and DNS hardening, search and caching performance — engineering that shows up in page speed, uptime, and risk posture.
Read the case study →Ready to work together?
Whether it's a technology strategy question, a leadership challenge, or just a conversation — I'm here.
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