AI adoption is an operating model problem before it is a tooling problem
Why most AI initiatives stall at the demo stage, and what changes when you design for workflows, ownership, and measurement first.
AI adoptionOperating modelsLeadership
01 // writing & insights
Thinking in public, carefully.
Essays on data leadership, AI adoption, automation engineering, and the operating models that make technology useful.
AI adoptionAnalyticsAutomationEngineering practiceExecutive reportingKPI designLeadershipOperating modelsn8n
Automation that survives the demo
The difference between an impressive workflow and a dependable one, and the engineering habits that keep automation accountable.
AutomationEngineering practicen8n
The executive dashboard is a product, not a screenshot
Why most executive reporting fails quietly, and how treating dashboards as products shortens the path from signal to action.
AnalyticsExecutive reportingKPI design
02 // contact
Start a conversation
If your data, AI, or automation work has outgrown its current shape, I can help make it legible, scalable, and useful.