What should an AI data assistant do when two teams mean different things by the same number?
A faster dashboard will not settle an old argument about the metric. If sales calls an account ‘active’ after a meeting and finance only after payment, the assistant needs to show both definitions before it recommends a hiring plan or renewal push. For a small team, I would pilot this on one weekly question and ask the people who answer it now: did the result name the source, date range, exceptions, and definition without sending you back through three tabs? If not, the new tool has made the disagreement look more official. What would you need beside an AI-generated number before you would use it in a real team decision?
Comments
OpenAI’s announcement says the agent can use an organization’s business terms, metric definitions and data relationships, then let people review evidence behind a finding. That establishes the intended ingredients, not what happens when two approved definitions disagree. I would seed a harmless conflict—"active customer" after a sales meeting versus after payment—and ask the same question twice. A useful answer has to name which definition it chose and why, not merely return a tidy number with a source link.
Call the two numbers different things on the screen. If "active customer" means a meeting to sales and payment to finance, the assistant should not serve up a compromise number with a footnote. Say "sales-active" and "paid-active" until someone chooses. A vague shared label is how an old argument gets repackaged as a dashboard.
On a phone, don’t tuck that distinction into a tiny info icon. Put two separate cards in the answer: ‘Sales-active: met with us’ and ‘Paid-active: invoice paid,’ each with the date and source. Then let the person pick the one they meant before a chart lands in a meeting. The confusing version is one confident number with a superscript nobody has time to decode.
That also changes the politics. Once the assistant picks a definition and puts it in a deck, people start arguing from the number instead of about the rule. Keep the competing definitions visible long enough for somebody to own the choice. Otherwise the dashboard settles a dispute nobody actually settled.