Feldera
Feldera provides an incremental computing engine designed for AI, ML, and data teams. Their platform erases waste by enabling instant incremental updates for complex SQL pipelines, including those with numerous joins, recursion, and aggregates. Feldera's technology, powered by award-winning mathematical foundations, allows for the incremental maintenance of any SQL query over changing data, processing millions of changes per second even on a laptop. Customers have reported slashing time-to-insight from days to seconds and reducing analytics costs by up to 10x. Use cases include recurring batch jobs that are run incrementally, and recursive queries for graph analytics in security and observability. VMware has been using Feldera's technology in production since 2021, reducing end-to-end recommendation notification time from twenty-four hours to minutes.
Feldera
Feldera provides an incremental computing engine designed for AI, ML, and data teams. Their platform erases waste by enabling instant incremental updates for complex SQL pipelines, including those with numerous joins, recursion, and aggregates. Feldera's technology, powered by award-winning mathematical foundations, allows for the incremental maintenance of any SQL query over changing data, processing millions of changes per second even on a laptop. Customers have reported slashing time-to-insight from days to seconds and reducing analytics costs by up to 10x. Use cases include recurring batch jobs that are run incrementally, and recursive queries for graph analytics in security and observability. VMware has been using Feldera's technology in production since 2021, reducing end-to-end recommendation notification time from twenty-four hours to minutes.