I’m available for focused work involving research, analysis, and development of information systems designed for AI-driven research environments. This includes reviewing and restructuring existing information, identifying gaps in decision-critical content, and developing new information assets where clarity or extractability is required. I also collaborate with teams and agencies on understanding how AI systems retrieve, compare, and cite sources during buyer research. Engagements are typically advisory, project-based, or specialist collaborations rather than ongoing marketing execution.