data products , Ml, Apis, Predictive Analytics, Data Science, MLops, Agile, GenAI, Product Management, Revenue Management, contract pricing, Cloud-based B2B SaaS platforms, Ai, Service Lifecycle Management, Explainability, Analytics, Warranty management, Agentic AI, pricing optimization, Model evaluation