Deva Suresh Bellary

When enterprises embark on their cloud migration journey, they bring years of operational maturity from running their workloads on-premises: separate environments for development, testing, and production, often segmented by business unit, with dedicated infrastructure, network boundaries, and identity controls for each.

Revenue assurance (RA) is critical in the telecom industry, traditionally monitoring financial transactions such as CDR validation, billing verification, and settlement reconciliation to make sure of accurate revenue streams. Despite these practices, telecom operators face significant operational inefficiencies, with traditional RA processes limited to sampling small portions of transactions and achieving partial recovery rates due to detection delays.