Automation often fails for reasons that have little to do with technology. It fails because processes are automated too early.
A stable workflow needs clear inputs, visible decisions and a simple way to review results. Only then does it make sense to add agents or integrations.
A practical starting point
We start with recurring moments where teams copy, check or ask manually today. From there, small automations can ship quickly and expand later.