A customer cancels their subscription. Your growth stack has work to do: record the cancellation, stop inappropriate campaigns, preserve any remaining paid access and update reporting. An AI agent could read the account history, interpret the cancellation message and recommend an intervention. But should it decide when access ends? Change the customer’s lifecycle state? Offer…
Good marketing automation is not about automating everything. Learn how to decide what should be automated, which customer facts should trigger action, when workflows should stop, where automation logic should live and what happens when it fails.