Work
Work
Three cases from one build: voxcog, taken from prototype to a launch-ready platform and handed over in August 2026.
Every case is built the same way: a short answer at the top, figures a reader can count in the client’s own repository, and a line on what the work proves.
voxcog: AI agents that hold up in production
How voxcog’s agent runtime was rebuilt around one agent with 55 tools, three model tiers and an evaluation that runs in CI. Delivered August 2026.
voxcog: product decisions with a traceable trail
How voxcog’s evidence chain went from prototype to MVP: 108 written specs, three recorded decisions, and a pivot whose old strategy stayed in the archive.
voxcog: a design system in code, and user testing
How voxcog’s interface got a coded design system and a research round where five of seventeen findings fell when checked against the code.
Changemkr: four systems became one platform
Four inherited systems became one AI platform for change management, around one schema authority with gates that hold it. Measured to June 2026.
27 findings from a consultancy review, worked through
A Nordic consultancy tested an AI planner and returned a long list of faults. How that became 27 root-caused tickets, each fix verified against a running stack.
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