James Williams
I lead design at Sparq, an AI-native engineering consultancy. I design and build the systems underneath how work happens. I define and build systems.
Currently: 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.