The World's First Fully Incremental Compute Engine
Feldera's award-winning incremental compute engine runs SQL pipelines of any complexity — and keeps compute costs and latencies flat, even if you process 1,000x more data
Trusted by leading engineering teams
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Why is Feldera so fast?
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. This means your teams can bring their existing SQL without rewriting a single query, run historical backfills and real-time data in a single pipeline, and ship complex production use cases in hours.
What teams actually build when data updates in milliseconds instead of hours
Knowledge 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.
- Lakehouse -> Feldera -> AI-ready knowledge graph