embedded analytics , change data capture , Apis, Data Modeling, Permissions, query engines, lakehouse-style storage, safe action execution, in-process analytics, serving layers, extensibility, modern data architectures, DuckDB, natural-language querying, source systems, event streams, Text-to-SQL evaluation, data ingestion, SDKs, observability, downstream activation, AI products, developer platforms, data platforms, querying, analytics products, AI-native data experiences, data quality governance, infrastructure products

relational data modeling , Data Governance, Rest Apis, AI ML, Security, data pipelines, distributed data systems, compliance standards, Privacy, non-relational data modeling