About Robert Hu
I study how technology changes commerce.
For more than two decades I have worked at the intersection of ecommerce, merchandising, marketplaces, Amazon, digital commerce, digital transformation, and now AI. Every stage of my career has been driven by the same question.
How does technology change the way businesses sell, compete, and grow?
It started with one lesson.
I trained as a marketer. Early on I joined an ecommerce startup, drawn to the pace and the promise of building something new.
No one on the team had a technology background. So when the platform needed someone to own the technology, the responsibility landed with me. I learned it because the business needed me to, not because it was the plan.
Then customer behavior shifted. Mobile traffic grew faster than anyone expected, and the platform was not built for it. The technology moved before the business was ready, and I was the one standing where those two things met.
Technology does not care whether a business is ready.
That lesson reshaped how I saw everything that came after. The change itself was not the surprise. The surprise was how much advantage went to the people who saw it coming, and how much cost fell on the people who did not.
Since then I have made it a priority to understand technological shifts before they become business problems.
One question has guided my career.
The roles changed. The question stayed the same.
How is technology changing commerce?
How I think
Technology changes relationships more than departments
A new system rarely stops at the org chart. It quietly reshapes how buyers and sellers find, trust, and depend on each other.
AI is changing commerce because it changes customer decision making
The interesting shift is not the tooling. It is that people are deciding what to buy in an entirely new way.
The best insights come from connecting ideas across disciplines
Merchandising, marketing, technology, operations, and customer behavior are usually studied apart. The signal lives where they meet.
Understanding systems matters more than mastering tools
Tools are replaced constantly. The person who understands how the pieces fit together adapts to whatever comes next.
The best operators learn continuously
Technology never stops changing, so the work of understanding it is never finished. That is the point, not the burden.
Why this website exists
This website is my public research lab.
I publish research because writing is how I think. Putting an idea into words forces me to test whether I actually understand it.
I use AI to challenge my assumptions, connect ideas across disciplines, and accelerate how quickly I learn. Every article is an attempt to understand how technology is changing commerce, not simply to report that it is changing.
The goal is not to predict the future. The goal is to understand the shift early enough to help operators make better decisions.
Current research
The questions I am actively working through right now.
Technology will continue to evolve.
Commerce will continue to evolve with it.
My work is to keep asking better questions, connect the dots across disciplines, and help others understand the shift before it becomes obvious.