The World's First Fully Incremental Compute Engine
By automatically computing only on data that's changed, teams build AI-era products that were impossible before. With millisecond insights. At 10x less cost.
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Trusted by leading engineering teams
We broke a 50-year old barrier in database research
We broke a 50-year barrier in database research. Using award-winning math, we can maintain *any* SQL query over changing data. Instead of reprocessing your entire data warehouse every time something updates, Feldera computes only what changes. Queries that took hours now update in milliseconds. Your team can bring their existing SQL without rewriting a single query.
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VMware Skyline used the Feldera team's technology to digest terabytes of streaming data and execute thousands of complex rules instantaneously. We reduced our end-to-end recommendation notification time from twenty-four hours to minutes.
Alex Bewley
Director, Engineering - VMwareFrom batch to incremental analytics
Sub-second time-to-insight
Bring your existing SQL
Unparalleled efficiency
Choose your adventure
Recurring batch jobs
Teams take monster SQL jobs from Spark and Snowflake to run them fully incrementally in Feldera. We’re talking single pipelines with 500+ joins, unions, and aggregates updating in under a second, eliminating data engineering drag and slashing cloud costs.
Recursive queries and graph analytics
Feldera incrementally evaluates even the most complex recursive SQL as your graph evolves. It is used by security and observability teams building powerful dynamic authorization engines, real-time network-graph analytics, and always-fresh observability dashboards.
Built to enable modern products
What teams actually build when data updates in milliseconds instead of hours.
Knowledge graphs for AIKnowledge graphs for AI
AI products need structured context that's always current, not hours stale. Feldera maintains your knowledge graph and views over it incrementally—when underlying data changes, only the affected nodes and edges update, in milliseconds. Your AI always queries a graph that reflects reality right now.
Real-time data pipelines
Most data pipelines recompute everything on every run, even though less than 0.1% of the data changed. Feldera runs your existing SQL incrementally, with no orchestration code and no scheduled batch jobs. What used to take a 70-node cluster now runs on 2 nodes.
Fully automatic. Always consistent. Built for change.
Ready to eliminate wasteful recomputation?
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