Case study · business intelligence · anonymized
Fifteen-plus channels. One operational view.
A reporting pipeline moved fragmented channel data through controlled APIs and data models into a single decision layer with scheduled visibility for the operating team.
The system collected channel data, normalized it into an auditable structure, refreshed reporting, and delivered decision-ready updates without requiring a person to rebuild the same report each cycle.
Case-study figures describe this documented engagement and are not forecasts or guarantees.
The operating constraint
Performance data lived across many channels, formats, and refresh cycles. The team spent time assembling views and could not depend on one current operating picture.
The system Aixcel designed
Aixcel connected source APIs to n8n, structured the data in Airtable, presented it through Looker Studio, and scheduled concise Slack updates for the team.
The documented result
The delivered pipeline unified more than 15 channels into one operational reporting path. The claim describes integrated channel coverage, not a revenue or performance guarantee.
System components
n8n, APIs, Airtable, Looker Studio, Slack
How to interpret this evidence.
Names and sensitive details are withheld. Metrics retain their stated meaning and evidence label. A scope count is not converted into an outcome, and no engagement result is presented as a universal benchmark.
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