Superduper

Superduper (formerly SuperDuperDB) offers an open-source platform and enterprise solution that integrates AI models and workflows directly into existing enterprise databases. The technology eliminates the need for separate pipelines or vector databases by seamlessly executing machine learning inference, vector search, and LLMs right where the data resides (e.g., MongoDB, Snowflake). The target audience includes developers and AI teams in data-driven companies looking to build secure, scalable, and low-maintenance AI applications without complex data migrations.