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Client reports that write and send themselves

Results from more than fifteen marketing platforms land in one database. Every period, a workflow builds each client's report and sends it, without anyone assembling a deck.

The n8n reporting workflow: a schedule trigger, SQL queries, a loop over clients, HTML report creation, Gmail send or draft, and a status update.
Scheduled, per client: query, render, send or draft, record.
Client
Marketing agency
Sector
Marketing
Type
Automation and data pipeline
Services
Data pipeline, Reporting automation, n8n orchestration

Outcomes

40 hof manual reporting removed per month
15+data sources unified in one database
0reports assembled by hand

Challenge

Account managers spent the first week of every month exporting numbers from ad platforms, analytics and e-commerce systems into slides. Clients received reports late and the team received them tired.

Approach

Every platform feeds a central PostgreSQL database through scheduled pipelines. A reporting workflow runs on a schedule, loops over active clients, pulls their orders and results, renders an HTML report and sends it through Gmail. Clients without a confirmed address get a draft for review instead, and every send is recorded so nothing goes out twice.

Outcome

Reporting moved from a week of work to a scheduled job. Account managers spend the time on the conversation about the numbers instead of on collecting them.