I help business leaders, strategy and risk teams turn fragmented market, competitor, vendor, and customer signals into concrete business and technology decisions. 

Most teams don’t struggle because they lack data or tools. They struggle because decision-making is fragmented. Insights live in silos, priorities are unclear, and teams aren’t aligned on what to do next.

My work focuses on fixing that.

I design and implement systems that turn customer insights, product data, vendor, and market signals into aligned decisions, structured workflows, and operational clarity.

Over the years, I’ve worked across digital banking, fintech, SaaS, and e-commerce across startups, medium-sized, and large enterprises,  helping teams move from fragmented signals to focused execution.