this is not theoretical and it is not a year out. it is a tuesday-afternoon call to your finance person, in your voice, asking them to move money before a deadline that does not exist.
get ahead of it with a rule, not a tool. a spoken passphrase for anything that touches money or access, and a standing default: "i will call you back on the number i already have." rude for a week. cheap forever.
that is what makes it a trap. no alarm, no error, no angry email. the cost stays invisible precisely because every single handoff looked handled. the money leaks through the seams between people who each assumed the other had it.
here is the tell. if you cannot name who owns the next step, and by when, without asking anyone, it is not a workflow. it is folklore with a due date, and folklore does not scale.
this is the most confident form of doing nothing currently for sale. the meeting never had a notes problem. it had a nobody-decided-anything problem, and now that problem arrives faster, with better formatting, in everyone's inbox.
point it one inch further or do not bother. stop asking it what was said. ask it what got decided, who owns it, and what got discussed with no next step attached. that last list is the meeting. everything above it is stenography.
the shift is not that the agents got smart. it is that the unit of work is moving from "a person using software" to "software doing the work and a person checking it." the org chart is about to include things that are not people.
so write the job description before you hire. which calls an agent owns outright, which it drafts but never sends, which never leave a human. the teams that win the next two years are not the ones with the most agents. they are the ones who decided, on purpose, what a machine is allowed to decide.
here is the part the vendors will not say, because it does not sell a license. ai does not fix this. it amplifies it. point a capable model at an undocumented business and you get faster confusion with cleaner punctuation.
so start where it is actually broken. find the one process that only works because a human remembers to check it, and make the system remember instead. do that first, and the ai conversation gets boring, which is exactly what you want.