Director, Domain Context Management
Core
Builds and maintains structured business context (process maps, decision frameworks, business rules) enabling high-performing AI agents within enterprise domains like Design-to-Source, Merchandising, Finance, or Supply Chain.
Role type
Director, Domain Context Management (Business Process Lead)
Builds
Structured, reusable business context libraries and knowledge architectures for AI agents
Domain
Enterprise business processes (Design-to-Source, Merchandising, Finance, Supply Chain) + AI Agent Context Engineering
Deliverable
production ML models
Required skills
Business process decomposition, structured interviewing, facilitation, systems thinking, context governance, conflict resolution, documentation
Preferred skills
Retail/apparel industry experience, sourcing/product development systems (PLM), data governance, taxonomy, knowledge architecture
Technologies
AI agents, LLMs, context engineering, retrieval, evaluation
Responsibilities
Own quality and readiness of domain context for AI agents; capture tacit knowledge and decision logic via interviews and workshops; create business process documentation; build and maintain domain context library; establish context governance and lifecycle management; partner with technical teams to convert context into agent requirements; resolve conflicting expert input.
Seniority
Director, strategic leadership with hands-on execution
