I start with experience and performance signals, what people say, what they do, and why it matters. I blend customer stories and big data together to create a complete picture of what to do next.

Individual experiences show what's happening. Modeling shows how consistent it is, and what to do about it. From there, insights take shape, grounded in both frequency and impact, and translated into something teams can understand and act on.

This site is a look into my process. Raw input, structured into meaningful constructs, sized through data, and translated into direction.