Elliott Reed

Nowadays the AI is dramatically improved product visual creation, but every workflow still seems to have one step that takes more time than expected. For me, maintaining consistency across a growing catalog and creating multiple variations still requires careful review.

I'm curious how others approach it:

• What's your current workflow that gives a better result?

• Do you still rely on manual refinements?

A few months ago, I realized I was measuring the wrong thing.

Every day I'd look at questions like:

A lot of teams are giving AI agents access to emails, databases, customer accounts, and production tools.

But the agent can do it is not the same as the agent should do it without asking.

I ve found it useful to separate actions into three levels:

1. Observe freely