ML-driven data lifecycle.
Machine learning automatically moves data between hot, warm, and cold tiers based on access patterns. Save up to 40% on storage costs with zero manual configuration.
ML-driven
Engine
Up to 40%
Savings
Zero
Config
Hot/Warm/Cold
Tiers
ML-driven placement.
Zero-config data lifecycle. Up to 40% savings.
ML-powered placement
Models learn your data access patterns and automatically place objects on the optimal tier.
40% cost savings
Customers save an average of 40% by eliminating manual tiering decisions.
Zero configuration
Enable auto-tiering and let ML handle the rest. No lifecycle rules to write.
Transparent access
All objects accessible instantly regardless of tier. No restore delays.
Savings dashboard
See exactly how much you're saving compared to single-tier storage.
Custom overrides
Pin critical objects to hot tier. Set minimum tiers for compliance.
Getting started
Launch your first instance in three steps. CLI, console, or API — your choice.
ur storage auto-tier enable my-bucketSmart storage patterns.
Data lake optimization and backup cost reduction.
Suggested configuration
ML · S3 · Hot/Warm/Cold
Estimate your costs
Create detailed configurations to see exactly how much your architecture will cost. Pay for what you use, down to the second.
Configuration 1
Auto-Tiering Policy
Capacity
Operations & Transfer
Cost details
ML automatically moves data between hot/warm/cold. Save up to 40%.
Works seamlessly with
Frequently asked questions
Smart data placement.
ML-driven auto-tiering saves up to 40% with zero configuration.