I opened my inbox this morning and counted.
I opened my inbox this morning and counted.
23 emails from customers. 19 of them could have been written by the same person.
Same structure. Same tone. Same opening line that sounds almost apologetic for existing. Same three bullet points. Same closing that asks for "a quick sync."
They were not written by the same person. They were all handled by different CSMs at different companies using different AI tools.
And somehow they all arrived at the same email.
That is the problem nobody is talking about. Only 3% of CS teams are using AI in genuinely autonomous ways. Most are using it one task at a time. Which means every CSM is essentially starting from the same template, tweaking a few words, and hitting send. The output is technically competent and completely forgettable.
70% of CS organisations now use a dedicated platform. Only 28% say their automation has measurably reduced churn. The tools are not the gap. The thinking is.
71% of CS leaders say their platforms can predict churn risk but cannot explain why. So the alert fires. The score drops. And the CSM sends another email that sounds like everyone else's email to a customer who is already halfway out the door.
The CSMs I have watched actually move accounts forward do not send the email AI drafts. They read it, feel something is off, and rewrite it until it sounds like them talking to this specific person about this specific problem.
That takes judgment. And judgment is the one thing AI cannot hand you.
What is the one habit that makes your customer communication actually land? Drop it in the comments.