AI Integration Engineer · Littleton, Colorado
Read the terrain.
Build the route.
I help leaders turn AI possibility into sound direction, stronger human capability, and working systems.
Strategy should end in something people can use.
Route notes / 01–03
Strategy, close enough
to implementation.
- 01
Find the real leverage
Separate useful AI opportunities from novelty—clarify the decision, the value, and what must change around the technology.
- 02
Design the whole change
Connect workflow design, governance, evaluation, product thinking, and organizational adoption from the beginning.
- 03
Build capability into the work
Prototype close to the people doing the job, then turn what works into practices and systems they can direct and improve.
Trail principle № 7AI implementation is not a software rollout.
It is a redesign of decisions, capabilities, and systems.
Selected trails
Evidence left in the field.
Current practice
AI integration at organizational scale
Strategy, adoption, governance, education, and hands-on development at Gary Community Ventures.
↗02Field note
From isolated prompts to working systems
A capability ladder for moving from individual experiments toward reliable, increasingly agentic practice.
↗03Operating foundation
Reliability is part of the product
What infrastructure, automation, and incident response teach us about AI systems people can trust.
↗I came to AI through systems, not hype.
My path runs through customer-facing work, web development, election operations, and site reliability engineering. Today I work across AI strategy, adoption, education, venture design, and hands-on product development.
Away from the diagram, you’ll usually find me around a board game, in the Colorado mountain air, or building a space where curious people can learn from one another.