Synthesis
Understand systems, stakeholders, information flows, and business context.
Four capabilities I use to move from an ambiguous business problem to a useful, scalable AI solution.
Understand systems, stakeholders, information flows, and business context.
Translate intent into precise instructions, context, constraints, and outputs.
Design repeatable workflows and agents that can execute independently at scale.
Choose where AI belongs, what authority it should have, and how outputs should be validated.