James Williams
I design and build the systems underneath how work happens.
I lead design at Sparq, an AI-native engineering consultancy. Most of my work lives upstream of the interface: how evidence turns into decisions, how a firm describes what it can actually do, and how AI takes on the parts of delivery that used to live in someone's head. I still ship the experience too, usually in code.
15 years in. Based in St. John, Indiana, a short drive from Chicago.
Building VERA, an agent that writes discovery deliverables straight from an evidence log and refuses to sound more certain than the evidence behind it.
VERA & Stacks
Discovery deliverables generated from a structured evidence log, with confidence carried into every sentence so a roadmap never claims more than the research behind it. Stacks is the companion surface where that evidence lives.
Live Org Relationship Map
How does an AI-native SDLC operate today with shared context amongst projects. How do we create golden data sets, and make seemingly large efforts repeatable and consistent.