Selected work
Case studies
001
Engine B · CLA
An AI-first substantive testing platform for a global consultancy
I led the design of an AI-first substantive testing platform inside a global consulting firm, standardising how audits are executed across teams and geographies. Working as the first product designer, I established the product design practice, partnered closely with engineering and audit SMEs, and designed a scalable agent ecosystem that preserved human judgment while improving consistency and audit quality. The platform reduced fragmented workflows to a single global standard and saved an estimated 30 to 40 thousand auditor hours.