Your Iceberg Lakehouse Runs Itself
From Tables to Engines
Autonomous optimization for query speed, cost, and table health — across tables and engines. Start free in minutes.
Production benchmarks
Open and runs on your stack
LakeOpsLast 30 days Optimization Activity
Key Metrics
Storage
-56% reclaimedCPU
-76% reductionRecent Operations
| Operation | Table | Duration | Impact | Time | Status |
|---|---|---|---|---|---|
| Compact Data Files | customer_orders orders | 4s | 1.24 TB, 16 → 1 files | 57 minutes ago | SUCCESS |
| Expire Snapshots | payment_transactions payments | 27s | 8.2 TB | 4 hours ago | SUCCESS |
| Expire Snapshots | inventory_snapshots_20250702 warehouse | 3s | 2.1 TB | 4 hours ago | SUCCESS |
| Rewrite Manifests | raw_clickstream analytics | 1.9s | 3 → 1 manifests | 5 hours ago | SUCCESS |
| Compact Data Files | product_catalog products | 6m 11.3s | 3,008 → 1,256 files | 6 hours ago | SUCCESS |
Lake Events
Intelligent Control Plane
Real-time autonomous ops
for your Iceberg lakehouse
Connect in 10 minutes. Your lakehouse autonomously optimizes for performance, cost, and health — across every table and engine.
| Table | NS | Size | Status |
|---|---|---|---|
| customer_orders | orders | 1.24 TB | HEALTHY |
| payment_transactions | payments | 860 GB | WARNING |
| raw_clickstream | analytics | 4.6 TB | CRITICAL |
| product_catalog | products | 42 GB | HEALTHY |
| user_sessions | analytics | 1.9 TB | WARNING |
| inventory_levels | operations | 320 GB | HEALTHY |
| shipping_events | logistics | 580 GB | HEALTHY |
| search_query_logs | analytics | 3.2 TB | CRITICAL |
Observability
Learns from query patterns and table signals to decide what to optimize, when, and how — no schedules, no manual tuning.
- Closed-loop sense → plan → execute → learn
- Zero manual scheduling or threshold tuning
- Adapts to workload changes in real time
Results
Cut costs and boost performance
Benchmarks from production-grade tables across multiple engines and clouds.
Query speed
After compaction + layout optimization
CPU reduction
Compute hours across all engines
Storage saved
Orphans, snapshots & bloat removed
Table health
Autonomous maintenance keeps every table optimized
Connect in minutes
- no vendor lock-in
Connect catalogs & engines
Only metadata is processed — never retained or stored.
Get visibility & insights
Telemetry reveals table health and actions needed.
Choose your mode
Autopilot, manual approval, or policy-driven.
Lakehouse optimized
See It In Action
Watch LakeOps manage
a lakehouse end to end
Catalog connection, autonomous maintenance, compaction, routing, and governance — in one walkthrough.
Testimonials
Loved by data platform teams
LakeOps took the pain out of compaction and maintenance. We went from ad-hoc scripts and firefighting to a single control plane. Query performance improved and our platform team finally has visibility across the lake.
We evaluated several options for Iceberg operations. LakeOps stood out for its focus on automation and multi-engine support. Deployment was straightforward and the impact on cost and latency was measurable within weeks.
