The demo, explained
Why "how many employees do we have?" has more than one right answer
It is the question everyone assumes is trivial. It is also the one that most reliably produces two numbers, because "employee" is not a fact about the world — it is a definition, and different systems in the same company hold different ones.
Here is a real reconciliation from the seeded company we demo on. Ask it how many people work there and you get 41 active employees from the system of record, alongside the fact that payroll shows 43. Neither system is wrong. The gap is three adjustments:
43 minus 2, minus 1, plus 1 is 41. Every adjustment is a specific row you could open in the source system. That is the difference between showing the bridge and asserting a number.
Why not just pick one?
Because whichever you pick is wrong for some purpose. Finance wants the payroll figure for a cost forecast — the leavers are still a cost this month. HR wants the 41 for a span-of-control conversation. A board pack wants the 41 with the footnote, because someone in the room will have seen the payroll number and will ask.
The instinct to average is worse still. There is no meaningful sense in which the company has 42 employees. A midpoint between two correct figures is a number no system would defend and no one can act on.
What a good answer looks like
A good answer states the figure, names the definition it used, and shows the bridge to the other figure someone might have. It treats the disagreement as information — the four rows are usually the most useful part of the reply, because they tell you something the single number never could.
This is also why the definition work happens at setup, not as a project you have to run first. Synaptic Intelligence asks each part of the business its own version of the question, on its own systems, and reconciles what comes back. When HR is connected it owns the word "employee"; when it is not, the answer comes from payroll, says so, and states that it runs two to four high because contractors and final-month leavers are in the count.
Ask how many people work here and HR says 41 while payroll says 43. Both are reading their own records correctly. The answer is the bridge, not a winner.
Bring us the version of this question your own reporting can't answer cleanly. We answer it live across your connected systems and walk the provenance of every figure with you.