Product Studio
Governed multi-agent execution across repositories.
SELECTED WORK · 2023—2026
AI projects, in practice.
Systems built around real workflows, governed decisions and measurable outcomes.
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CX Intelligence
Human-in-the-loop topic classification for global Customer Experience.
CX Newsletter
AI-scored research curation from source to published brief.
Volvo Evidence CLI
Citation-first support retrieval where generation is unnecessary.
Agentoria
A living visual world that makes multi-agent work legible.
Agent CV
A résumé designed to be queried by people and agents.
Volvo Cars Support
Evidence retrieval across public owner manuals and support content.
Questions stay grounded in John's project data.