Kevin McQuown / FolioIdeas · People · Possibilities

03 / Consulting

AI consulting

I help companies bring AI into their work, from choosing a useful opportunity to implementation and adoption.

Work directly with me

Windy City Lab is my consulting practice in Chicago. I am semi-retired and choose a small number of projects that interest me. You work directly with me on the decisions, engineering, and adoption.

Start with one workflow

We walk through a process with the people who know it, examine example inputs and outputs, and identify where AI could help. A workflow review can stand on its own: a workflow map, opportunities, and a recommendation for a first pilot, including evaluation and human review.

Any implementation is scoped separately around the systems, access, and support the project needs.

How I can help

  1. Understand

    Identify the friction, available data, and a focused first project. Agree on what would make it worthwhile.

  2. Build and integrate

    Develop a prototype or custom tool, connect the necessary systems, and test against real examples. Decide where people review the result.

  3. Support adoption

    Work through the new process together, document it, and help the team learn when to trust the tool and when to question it.

Possible starting points

Document reading and re-entry, finding knowledge in internal material with sources alongside answers, or a focused application where existing tools do not fit the workflow.

An engineering foundation

My background includes F-16 avionics, embedded architecture, worldwide professional-services leadership, iOS, cloud services, and connected products.

Read my professional history → See what I’ve built →

Start a conversation

Tell me about your process, your students, or the software you want to build. We begin with goals, constraints, and timing, then agree on scope, deliverables, and fees before work begins.

Email Kevin ↗