Clarity first, then automation. I design systems where people stay in control and AI makes the work feel lighter, safer, and more creative.
We stabilize the core: map reality, remove ambiguity, and make handoffs obvious.
BPMN-grounded orchestration. Tasks are explicit, gateways are transparent, ownership remains human.
Small, safe experiments with the right KPIs—so wins scale and noise fades.
Roles, lightweight runbooks, and review cadences to keep change healthy.