Behind the Pipeline

Mid-size B2B services company, 18 employees.

Weekly performance reporting eating 14 hours per week per account owner.

Custom workflow pulling from every platform the team tracks. AI-powered summarization produces branded PDF reports delivered on a weekly schedule.

14 hours to 40 minutes per account owner per week.

Growth media agency managing paid social and search across 35+ client ad accounts.

Two recurring jobs ate the team's week: pulling weekly performance reports for every client, and writing creative briefs for the content team. Both were manual and scaled linearly with the client roster, so growth meant more analyst hours lost to reporting instead of strategy.

Two production tools wired directly into the team's existing Slack. A monitoring system scans every client ad account twice a week, compares each week to the last, and flags only the accounts that need attention with the reasons why. A second tool generates a full creative brief on a single Slack command, top and bottom performers with reasoning, concepts, copy, and visual direction, pulled from each account's real ad performance and saved to a shared doc.

Reporting that once took an hour per client per week now runs automatically across the full roster. Creative briefs went from 90 minutes each to about 60 seconds. Combined, roughly 50-plus analyst hours reclaimed every week. The monitoring system has caught revenue-threatening issues the same week they happened, including a return on ad spend drop of 97 percent in seven days and over $4,400 spent in a week against a broken conversion tracker recording zero sales.