
Starting with the workflow, not the technology.
I researched existing approval tools and worked with a marketing executive serving Fortune 500 clients to map the people, rules, tools, and handoffs behind asset approval—then identified where a more connected system and AI could remove friction.








Turning scattered rules into an intelligent review system.
I designed and developed a working platform that centralizes asset review, annotations, and approvals, then integrated Anthropic’s API to compare creative against marketing, brand, legal, and compliance guidelines and flag potential issues automatically.
Next projects.
(2016-25©)





