We broke the scaling laws of compute
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
Loading...
Trusted by leading engineering teams
“Incremental computation is essential for any real-time data platform, and Feldera delivers. At Eviny, Feldera ensures we're always working with the freshest data to power our real-time dashboards, produce new events from consolidated data, and support our analytics, all from a single pipeline per use case.”
Kristoffer Føllesdal
Solutions Architect Eviny Fornybar
"Solana Vibe Station’s API uses Feldera to deliver millisecond updates on over 100GB of new blockchain data daily, with negligible compute costs."
Bruno Rucy
Solana Vibe Station, Lucidarium
"Feldera is a game changer for building the highest value real-time fraud and feature engineering pipelines. Easy to use (it's SQL) and state of the art in performance."
Jim Dowling
Co-Founder & CEO Hopsworks
"Securing AI agents at scale isn't easy. Our customers include some of the most security-conscious organizations out there, and they expect rock-solid performance. Feldera helps us deliver on those expectations."
Graham Neray
CEO & Co-Founder OSO
“Incremental computation is essential for any real-time data platform, and Feldera delivers. At Eviny, Feldera ensures we're always working with the freshest data to power our real-time dashboards, produce new events from consolidated data, and support our analytics, all from a single pipeline per use case.”
Kristoffer Føllesdal
Solutions Architect Eviny Fornybar
"Solana Vibe Station’s API uses Feldera to deliver millisecond updates on over 100GB of new blockchain data daily, with negligible compute costs."
Bruno Rucy
Solana Vibe Station, Lucidarium
"Feldera is a game changer for building the highest value real-time fraud and feature engineering pipelines. Easy to use (it's SQL) and state of the art in performance."
Jim Dowling
Co-Founder & CEO Hopsworks
"Securing AI agents at scale isn't easy. Our customers include some of the most security-conscious organizations out there, and they expect rock-solid performance. Feldera helps us deliver on those expectations."
Graham Neray
CEO & Co-Founder OSO
“Incremental computation is essential for any real-time data platform, and Feldera delivers. At Eviny, Feldera ensures we're always working with the freshest data to power our real-time dashboards, produce new events from consolidated data, and support our analytics, all from a single pipeline per use case.”
Kristoffer Føllesdal
Solutions Architect Eviny Fornybar
"Solana Vibe Station’s API uses Feldera to deliver millisecond updates on over 100GB of new blockchain data daily, with negligible compute costs."
Bruno Rucy
Solana Vibe Station, Lucidarium
"Feldera is a game changer for building the highest value real-time fraud and feature engineering pipelines. Easy to use (it's SQL) and state of the art in performance."
Jim Dowling
Co-Founder & CEO Hopsworks
"Securing AI agents at scale isn't easy. Our customers include some of the most security-conscious organizations out there, and they expect rock-solid performance. Feldera helps us deliver on those expectations."
Graham Neray
CEO & Co-Founder OSO
See how it works
Why is Feldera so fast?
Because we don't recompute. Ever.
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.
Loading...
Built to enable modern products
Use cases: What teams actually build when data updates in milliseconds instead of hours
Loading features...
From batch to incremental analytics
Feldera incrementally maintains even the most complex batch SQL pipelines as new data arrives. Bring your warehouse SQL, as is, no rewrites required.
Sub-second time-to-insight
No full-recomputations. Compute only on deltas, even at terabyte-scale.
Bring your existing SQL
Arbitrarily complex SQL including recursion with deeply nested views.
Unparalleled efficiency
Process millions of changes per second on a laptop, with up to 95% cloud cost savings.
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.
Bring your existing SQL as-is
SQL you already run in batch, at speeds you've never seen
Ready to eliminate wasteful recomputation?
Book a demoJoin the community and ask our experts anything