Overview

Distributors and resellers run analytics reports based on pre-aggregated, role-aware datasets.

The Cloud Intelligence ChannelOps data pipeline consists of the following stages:

• Data ingestion: Imports raw usage and billing data from data sources such as AWS CUR and marketplace exports.

• Data transformation: Normalizes and enriches the raw data with contracts, price books, and currency.

• Roll-up aggregation: Summarizes and consolidates data from customer level to reseller and distributor level, aggregating usage, revenue, and margin. Datasets are refreshed three times per day, ensuring data freshness.

• Data analysis and visualization: Aggregated datasets are available at the analytics layer for dashboards, reports, and homepage widgets.