The compute foundation built for the speed and scale of agents
Feldera’s award-winning incremental compute engine runs SQL pipelines of any complexity, keeping compute costs and latencies flat even as you scale 1000x with agents.
VLDB ‘23 Best Paper, Soc 2 Type 2 Compliant, Formally Verified
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Trusted by leading engineering teams
Feldera’s IVM engine is best in class - it is, without any exaggeration, rock solid. It’ll blow your mind - DBSP incrementalizes **ANY** SQL query you throw at it - **ANY** query, even if you have a bazillion JOINs and a thousand GROUP BYs.
Raki Rahman
Principal Software Engineer - SQL Server Microsoft
“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’s IVM engine is best in class - it is, without any exaggeration, rock solid. It’ll blow your mind - DBSP incrementalizes **ANY** SQL query you throw at it - **ANY** query, even if you have a bazillion JOINs and a thousand GROUP BYs.
Raki Rahman
Principal Software Engineer - SQL Server Microsoft
“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’s IVM engine is best in class - it is, without any exaggeration, rock solid. It’ll blow your mind - DBSP incrementalizes **ANY** SQL query you throw at it - **ANY** query, even if you have a bazillion JOINs and a thousand GROUP BYs.
Raki Rahman
Principal Software Engineer - SQL Server Microsoft
“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
Batch was never built for the data demands of today. Feldera was.
Always fresh. Never recomputed.
When new data arrives, Feldera computes analytics on the delta, not the full dataset.
Views update in milliseconds at a fraction of the cost.
Built on DBSP, the mathematical proof that any SQL program can be evaluated incrementally.
🎥 Watch Mihai, our co-founder & Chief Scientist, explain the theory
Batch was never built for the data demands of today. Feldera was.
Always fresh. Never recomputed.
When new data arrives, Feldera computes analytics on the delta, not the full dataset.
Views update in milliseconds at a fraction of the cost.
Built on DBSP, the mathematical proof that any SQL program can be evaluated incrementally.
🎥 Watch Mihai, our co-founder & Chief Scientist, explain the theory
Use Case
Real-time medallion architectures
Feldera replaces scheduled batch jobs with always-on incremental pipelines, no matter how complex the SQL. Deploy us in your lakehouse and watch your gold layer update in seconds and always current, using 10x less compute than your Spark clusters.
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Use Case
Real-time feature engineering for fraud detection
Catch fraud before the transaction clears. Feldera offers perfect offline-online parity no matter how complex the SQL, so you can go from training to real-time inference in days with zero feature skew. Keep thousands of complex queries fresh over live data, with enrichment, rolling aggregates, and more.
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Use Case
Fine-grained authorization
Every authorization request means an expensive traversal of a massive, constantly changing object graph. Feldera can incrementally evaluate recursive SQL queries on graphs too, so you can precompute every decision and update only what’s affected when the graph changes.
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Millisecond insights at terabyte scale
500+ joins. Recursive queries. Window functions. The most complex SQL your team writes delivered in milliseconds over terabytes of data.
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Massive infrastructure reduction
One customer replaced 70+ Spark cluster nodes with 2–3 Feldera nodes using their existing code. Compute scales with your change rate. The bigger your data gets, the wider the advantage.
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Your existing SQL. No rewrites required.
If it runs in batch, Feldera runs it incrementally. Teams that spent months rewriting pipelines for other systems have shipped production use cases with Feldera in days.
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SQL you already run in batch, at speeds you’ve never seen.
One enterprise team migrated hundreds of thousands of lines of complex SQL, pipelines with up to 10,000 lines each, hundreds of joins, deeply nested subqueries, without rewriting a single query.
Ready to eliminate wasteful recomputation
Talk to us about your pipelinesHave a question? Ask our engineers in Slack or Discord.
- Freshness from hours/days to seconds
- Slash your warehouse bill by 10x and more
- Ship real-time capabilities in minutes, not months
- Engineers focus on business needs, not frankenstein pipeline building
Trusted by leading engineering teams
Feldera’s IVM engine is best in class — it is, without any exaggeration, rock solid. It’ll blow your mind — DBSP incrementalizes ANY SQL query you throw at it — ANY query, even if you have a bazillion JOINs and a thousand GROUP BYs.
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.
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.
