Your CRM is not your operating system
It records what was decided. It is not where deciding happens — and the difference sets the ceiling on what you can automate.
A record of outcomes, not of reasoning
A CRM is very good at holding the current state of a relationship: the stage, the owner, the value, the next date. What it does not hold is why the stage changed, what was considered and rejected, who had authority over the change, or what would have made the answer different.
That is not a defect. It is what a system of record is for. The problem appears when an operation is automated against it, because the automation then has access to conclusions without access to any of the reasoning that produced them — and conclusions alone are a thin basis for the next decision.
Where the operation actually lives
In most companies the deciding happens somewhere else entirely: in a thread, in a recurring meeting, in a spreadsheet one person maintains, in the judgement of whoever has been there longest. The CRM is updated afterwards to reflect what was concluded.
This is why integrating a model with the CRM so often produces something that looks capable and behaves shallowly. It can read every field and still not know which of them anyone actually acts on, because the field values are the output of a process it has no visibility into.
The consequence for sequencing
The useful move is not to connect more systems. It is to make one decision explicit — its inputs, its criteria, its authority, its exceptions — and let the record become a consequence of that rather than the source for it.
Once a decision is defined somewhere the operation can see, the CRM goes back to doing the job it is good at: holding the resulting state, durably, where everyone can find it. The distinction is worth being pedantic about, because a company that believes its system of record is its operating system will keep trying to automate the residue of its decisions instead of the decisions themselves.