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Case study · Marketing agency

22 hours a week back from reporting

How a fast-growing marketing agency automated client reporting and campaign QA — freeing analysts from spreadsheets and tripling the clients each one can carry.

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22h
saved / week
clients / analyst
0
manual reports
13d
to first deploy
The challenge

Every Friday, analysts lost most of a day pulling numbers from ad platforms, analytics and CRMs into client decks by hand. As the roster grew, reporting quietly ate the hours meant for strategy.

The agency didn't want a bigger analyst team — they wanted the same people running more accounts, spending their time on the work clients actually pay for.

What we built
1
Pull every metric

The system connects to every ad platform, analytics tool and CRM, pulling each client's metrics on a schedule — no manual exports.

2
Flag & explain anomalies

It checks every campaign against target, flags anything drifting, and writes a plain-language note on what changed and why.

3
Draft the weekly update

A branded client report is drafted automatically each week — the analyst reviews, adds context, and sends. Minutes, not hours.

The outcome

Reporting went from a full day to a quick review. Analysts got roughly 22 hours a week back, and errors from manual copy-paste disappeared.

Each analyst now comfortably carries three times the client load, and the agency onboarded new accounts without a single new reporting hire.

We onboarded twice as many clients without hiring. The reporting system alone changed our margins.

Want a system like this?

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