How do you scale up a reaction that works well in the lab?

We have a catalytic reaction that performs well in a small flask, but heat and mass transfer behave very differently at larger scale.

I am trying to decide what to test first before committing to a pilot run.

What has worked for you when moving a lab-scale process toward scale-up?