Eliminated Manual Reporting and Saved 1,200+ Hours Annually

Overview

A growing enterprise closed its books with a chain of spreadsheets and twelve people copying numbers between them. We replaced the chain with a pipeline.

Challenge

Month-end reporting took nine working days. The data was accurate, but assembling it was manual, serial, and impossible to audit after the fact.

Solution

We modelled the reporting logic as typed transformations over a single warehouse, then scheduled them. Each figure became traceable to its source query.

Reviewers moved from re-keying numbers to approving exceptions, which is the only part of the process that genuinely needed a human.

Results

Reporting cycles run 72% faster and the team recovered more than 1,200 hours a year — time redirected from assembling reports to acting on them.