Cosmos Factory Yields Unified View of Enterprise Pilots

The Solutions Architecture team at Augment Code supports large engineering organizations evaluating Cosmos as their software factory. When asked about the health of enterprise pilots, Mayur, the leader of the Solutions Architecture team, often struggled to provide a clear answer.

The data was scattered across various systems: product usage showed adoption rates, GitHub and PR activity indicated real work was being done, Salesforce held deal stages, close dates, and risks, while call transcripts captured what each customer considered success. However, important blockers still lived in people's notes or their heads, and CRM data described the commercial relationship.

Mayur needed a unified view of both commercial and engineering reality to answer his question accurately. He used Cosmos to query usage data, reconcile session lineage, pull current deal state from Salesforce, and check claims against customer call transcripts.