Alexander Wurm

- Research 26054 Organizations adopt data integration platforms to consolidate fragmented tooling and reduce the ongoing cost of managing data flows across systems. Not all platforms deliver the same degree of savings, and the differences matter when organizations are evaluating vendors or deciding whether to modernize legacy infrastructure.

- Research 26053 Organizations adopt iPaaS primarily to reduce the time and effort required to build and maintain integrations. Not all platforms deliver the same degree of improvement, and the differences matter when organizations are choosing between vendors.

- Research 26041 Embedding models determine how AI systems store, search, and retrieve enterprise data. The model used to embed data must match the model used to look it up. A wrong choice weakens every AI application built on top of it, and switching models after deployment forces organizations to re-embed their entire data corpus. On March 9, 2026, Teradata announced new agentic and multi-modal capabilities for its Enterprise Vector Store, built on a native integration with Unstructured.