The AI-Powered Platform for Modern Data Lakes
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Intelligent Optimization Engine
LakeSphere is an intelligent optimization platform that automatically improves query performance, reduces costs, and simplifies maintenance for data lakes built on Apache Iceberg, Delta Lake, and Apache Hudi.
- Liquid partitioning
- Automated storage optimization
- AI Generated Optimizations
- Zero-Touch Maintenance
Recent Optimizations
Compaction reduced storage by 35% and improved query performance by 2.1x
30 minutes ago
Z-ordering by date and customer_id, estimated completion in 15 minutes
Started 10 minutes ago
Partition evolution improved query filtering by 45%
2 hours ago
Measurable Performance Improvements
LakeSphere delivers significant performance gains across your data infrastructure
Performance Metrics
Key Advantages
Real-time Optimization
Continuous query optimization with machine learning models that adapt to your workload patterns.
Reduced Infrastructure Costs
Optimized storage and compute resources lead to significant cost savings across your data stack.
Seamless Integration
Works with your existing data tools and platforms with minimal configuration required.
Powerful Platform Features
Everything you need to optimize your data lakehouse performance
AI-Powered Query Analysis
Our advanced AI engine continuously analyzes query patterns across your data engines to automatically optimize table layouts and access patterns for maximum performance.
Intelligent Data Intelligence
Machine learning models automatically identify optimal file sizes, partitioning strategies, and data layouts, reducing storage costs while maximizing query performance.
Automated Maintenance
Zero-touch maintenance with AI-driven file compaction, snapshot management, and orphan file cleanup—all orchestrated by our high-performance Rust engine.
Multi-Format Support
Native support for all major open table formats including Apache Iceberg, Delta Lake, and Apache Hudi. Seamless integration with your existing data infrastructure.
Performance Benchmarks
Comparing performance across different compaction methods for Iceberg tables
Tables size: 200GB compressed data (~1TB uncompressed)
Compaction Duration
Cost of Compaction
Intelligent Optimization Pipeline
Our AI-powered platform continuously optimizes your data lake through an intelligent four-stage process
Seamless Integration
Connect instantly with your existing data infrastructure. Native support for Trino, Snowflake, Athena, and all major data lake formats including Iceberg, Delta Lake, and Hudi.
Intelligent Analysis
Our AI engine continuously analyzes query patterns, data access, and table layouts to identify optimization opportunities and performance bottlenecks in real-time.
Automated Optimization
Our high-performance Rust engine automatically executes optimizations including smart compaction, dynamic partitioning, and intelligent file organization based on access patterns.
Continuous Monitoring
Track performance improvements with real-time analytics dashboards and receive AI-powered recommendations to maintain optimal data lake efficiency.
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