Compute Reimagined

Multimodal distributed framework for batch, streaming, and AI workloads.

Rethink Spark.

Meet Sail.

A new standard for unified compute, reimagined for modern data and AI infrastructure.

Built in Rust, Sail delivers unmatched performance, lower costs, and a familiar Apache Spark interface—all in a unified, cloud-native engine.

  • 94% Lower Cost Save big on your cloud bill or achieve more with the same budget.
  • 16x More Data Processed Process significantly more data and achieve greater efficiency for every dollar spent.
  • 4x Faster Execution Get insights from your data instantly and gain value from it frequently.
  • 0 Code Changes Required Use familiar Spark SQL and DataFrame APIs without complex migration efforts.

One Engine.
Every Workload.

A unified solution that scales from your laptop to the cloud.
  • Unified Architecture A single entrypoint for batch, streaming, and AI. One solution for them all.
  • Composable Data Stack Bring compute closer to your data lakehouse and AI models. Need an integration? We’ll build it.
  • Parity with Apache Spark Use your existing Spark code. Only switch the endpoint. No rewrites, no headaches.
  • Cloud-Native by Design Autoscaling, observability, and decoupled storage are planned from the start.
  • Rust at the Core Memory management and concurrency renovated. Performant, efficient, and safe.
  • Lightning-fast UDFs Ditch the Py4J bridge and give your Python code a natural feel in query execution.

See the Difference:
Performance. Efficiency. Simplicity.

Unlock greater possibilities across the board.
SparkSail
Query TimeBaselineUp to 8x faster
Memory Usage~54 GB average~22 GB peak
Disk Spill> 110 GB0 GB
Cost EfficiencyBaseline~4x faster at 6% cost
EngineJVM-basedRust-native
Python BindingsInter-processIn-process
Cluster Startup TimeSeveral minutesA few seconds

Production
Sail deployments, fast.

Want to Reduce SQL & Python job costs by up to 90%, with better performance & reliability? LakeSail is launching a fully managed enterprise platform.

Join the LakeSail Community

Get support, contribute code, and help shape the future of high-performance data and AI workloads.