Augment Code uses Cosmos to check enterprise pilot health against usage and deal data

Augment Code's Solutions Architecture lead used the Cosmos agentic orchestration platform to build a live pilot-health view that combines product usage, GitHub and PR activity, Salesforce deal data, and customer call transcripts.

Each account's health and board-level one-liner was checked against the customer's own stated success criteria, such as a 30% PR merge-time reduction.

The article says the view refreshed from current Salesforce data and was designed to avoid inflating usage numbers through session lineage reconciliation.