The question your stack cannot answer
Was it still true?
You reported a number. The board heard it, the lender filed it, the decision was made on it. Data kept arriving. Every tool you own can tell you what is true now; none of them will tell you the number you already gave someone has quietly stopped being true.
As reported
3.6%
March churn, reported on the 4th of April. Frozen at that moment with the query that produced it and a checksum of what the data said.
As it stands
4.1%
The same question, asked today against the same definition. The number moved after you reported it, and nothing on a dashboard would ever mention that.
What moved it
Late data
Two invoices settled after the snapshot closed. Not a definition change, and not an error in March: the answer was correct for the data that existed when it was given.
That is the whole product, on one number. Insighter freezes every figure it reports with the query behind it, compares each new answer against the frozen one, and classifies what moved: data that landed late, a backfill that rewrote history, or a definition somebody changed. You hear about it before the person you reported it to does.
Where it sits
Downstream of the stack you already own
This is not a rip and replace. Monte Carlo tells you the pipeline broke. dbt tests tell you the data failed its checks. Power BI shows the number. None of them remember what was reported, because that was never their job. Insighter sits after all three: it keeps the record of what you said, and watches it.
Bring one number you report every week
Connect the source it comes from, ask the question once, and let it watch. The first restatement usually settles whether this matters to you.
Where this goes
Governed autonomy
Work that runs without you, inside limits that only ever narrow, with a record of what it did, what it refused, and what it would not do without asking. Everything on this page is one step toward that.