It is the third week of the quarter and the operating review is due Friday. The reports have landed: a board deck from one company, a five-tab model from another, a narrative update buried three replies deep in an email thread, a lender report that arrived as a scanned PDF. None of them share a format, and none were built to be read together.
The work that stands between you and Friday is not analysis. It is reconciliation — finding the right file, copying the right number, noticing the one metric that moved, and pressing all of it into the shape of your operating review. The thinking is the small part. The assembly is the week.
Where the time actually goes
Watch a monitoring analyst at quarter-end and the pattern is always the same. A few minutes deciding what the numbers mean. Hours locating the documents, retyping figures into a template, cross-checking last quarter's deck, and chasing the single value that three sources report differently. The judgment is valuable and fast. The gathering is tedious and slow — and it is most of the job.
Naruqqum does the assembly
Point Naruqqum at the quarter's material — the decks, the spreadsheets, the update emails, the data-room folder — and ask for the operating review. It reads them, pulls the figures, and drafts the review in your structure, with every number traced back to the document it came from. Revenue growth, EBITDA margin, net leverage, MOIC: computed from the underlying figures, not retyped from a deck that may already be stale.
You review, you don't rebuild
Because each figure carries its source, checking the draft is a click, not an investigation. Where two documents disagree, Naruqqum flags the conflict instead of quietly choosing one. What lands on your desk is a first draft to sharpen — not a blank page to fill from a dozen open tabs.
The point
Month-end stops being a rebuild and becomes a review. The analysis is still yours; the scavenger hunt is gone. The team spends Thursday night on what the numbers mean, not on where they were hiding.