Gartner defines the market of artificial intelligence (AI) in communications service provider (CSP) network operations as commercial off-the-shelf (COTS) products with offerings in the form of capabilities embedded in CSP-specific operational technology (OT) applications or industry-agnostic horizontal applications. These products enable AI/machine learning (ML)-based network operations in CSPs.