IBM and Confluent are offering four IBM Granite Time Series foundation models in Early Access on Confluent Cloud. Through Apache Flink SQL, enterprises can apply forecasting, anomaly detection, optimization, similarity search, classification, and gap-filling directly to streaming data. Confluent provides native model inference, state management, scaling, governance, security, and downstream delivery, reducing the need for a separate machine-learning stack. The portfolio includes PatchTST-FM, FlowState, TTM, and TSPulse, which target different data volumes, time resolutions, and operational requirements. Availability starts on Confluent Cloud for AWS, with Confluent Platform planned for on-premises and hybrid environments.


