Brand & marketing
Positioning, narrative, campaign thinking and commercial communication.
About
Commercial systems, partnerships and practical AI workflows.
I work across brand, marketing, partnerships, account management and commercial strategy, with a focus on practical systems that improve preparation, review, execution and follow-through.
This site collects selected operating systems and workflow designs that show how AI can support commercial work without replacing judgement, accountability or context.
Practice areas
Commercial judgement, operating discipline and practical AI-enabled execution.
Partnerships
Partner context, stakeholder movement, mutual value and follow-through.
Account management
Renewal preparation, risk visibility, stakeholder context and next actions.
Commercial strategy
Operating priorities, execution sequencing and decision support.
AI-enabled operating systems
Workflow design, review loops, structured handoffs and usable records.