eGain functions fundamentally as a product-based software-as-a-service (SaaS) enterprise rather than an IT services outsourcing firm. The company designs, develops, licenses, and continuously updates its proprietary suite of cloud-based customer engagement, knowledge management, and AI conversational applications, deploying them to large global corporate clients on a scalable subscription business model.