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.

N0W

N0W

Building VERA, an agent that writes discovery deliverables straight from an evidence log and refuses to sound more certain than the evidence behind it.

SELECTED WORK

SELECTED WORK

2026

2026

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.

2026

2026

Capability Model

Domains, capabilities, levels, roles and seats collapsed into a single list, with the capability as the atomic unit. Clients buy capabilities and the firm fulfils them with people in seats. Published as a documentation site and exposed to agents over MCP.

2026

2026

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.