Reporting Down 60 Percent

A logistics company was spending three days every month pulling data from five different platforms to produce a single board report. The process involved four people, two spreadsheets built over three years, and a standing Thursday meeting nobody wanted to attend.

The problem was not the data. The data existed. The problem was the infrastructure connecting it — or the lack of one.

What Changed

A custom AI pipeline was built to pull from their warehouse management system, their CRM, and their finance tool automatically. Every Monday morning, a structured report lands in the CEO's inbox. No meeting. No manual work. No Thursday.

The Numbers

Reporting went from 72 hours of combined effort to under four. The Thursday meeting was cancelled in week two. Two team members were redeployed to higher-value work within the first month.

The Lesson

Most reporting bottlenecks are not data problems. They are infrastructure problems. The data is already there. The systems to move it automatically almost always exist. The gap is in connecting them intentionally.