Board packets, deposit reports, and lending figures all trace back to systems that disagree. senti answers in plain English from your live warehouse and files the question, the SQL, the sources, and the result as a record you can hand to a reviewer.
Not the failures you would put in a case study. The ordinary ones, from the week before a review.
“The board packet and the core report disagree on member growth.”
Two systems, two definitions of the same month. Nobody is wrong and nobody can prove it, so the meeting becomes an argument about which extract was pulled when.
“That report comes out of a workbook the last analyst built.”
Named ALM_reporting_v7 (final) (2), maintained by someone who has left. It still runs. Nobody is certain what it does, and nobody wants to be the one to change it.
“Which branches are below target this quarter?”
Asked in a Tuesday meeting, filed as a ticket, position 14 of 22. The quarter closes before it is answered, and the decision it was meant to inform is made without it.
You are about to sign off on a figure you cannot trace. That is the condition we build against.
Plain English, answered against the live schema, with the trace attached.
Regulated environments ask harder questions. These are the answers.
We will walk it back to the sources with you, on one call, under NDA.