Cross-Layer Optimization
One system optimizes user, application, compute, network, database, and storage together, never in silos.
Your AI Infrastructure Optimization Team
SmalBlu's AI agents work 24/7 to cut your costs by 40% and the energy your infrastructure burns by 35%, while you focus on what matters most.
- 0%
- lower cloud spend
- 0%
- energy saved
- 0%
- faster systems
- 0%
- engineering time saved
Cloud-agnostic by design
API-only integration across the clouds and databases you already run. No host installs.
Microsoft Azure
Google Cloud
PostgreSQL
MySQL
MongoDB
Snowflake
Redis
Features
One platform, every capability
Cloud-agnostic by design. SmalBlu plugs into any cloud, multi-cloud, or hybrid setup through APIs alone, with no host installs.
LLM-Powered Agents
Agents reason about your infrastructure in real time and recommend optimizations that keep getting sharper.
Natural-Language Interface
Ask your infrastructure anything, in plain English.
Anomaly Detection
Spend spikes and drift caught before production feels them.
Ecosystem Intelligence
One view across lakes, databases, and infrastructure.
Energy Reporting
Audit-ready energy reporting from every optimization decision.
How it works
Cross-Layer Data Optimization
One platform unifies all six infrastructure layers. No siloed tools. No specialists. SmalBlu monitors and optimizes your data infrastructure 24/7, because the biggest wins live between the layers, not inside them.
Six agents. One coordinated optimization and compression engine.
Product
Your infrastructure, fully in control
See how SmalBlu observes, optimizes, and reports across every layer of your stack, with your team approving every change.
Connected sources
- AWS
- Microsoft Azure
- Google Cloud
- PostgreSQL
SmalBlu ConsoleInfrastructure OverviewDocsSupport
Infrastructure Overview
Real-time cost, energy, and performance metrics
Annual cloud spend
$1.24M
across 3 providers
Potential savings
$498k
annualized
Active recommendations
12
4 high impact
Annual forecast
$786k
with SmalBlu applied
Savings & automation, this month
$19,668 returned
Verified savings
$19,243
10 applies · 1 rolled back
Human hours saved
5 h
≈ $425 of FinOps labor
Recos applied
10
none pending
Alert summary
3 Critical 5 Warning 2 InfoBenefits
Results you can put a number on
Six agents, six layers, one relentless objective: maximum efficiency from the infrastructure you already own.
01
Cost efficiency
0%
Lower cloud spend
Continuous cross-layer optimization eliminates waste the moment an agent finds it.
02
Energy efficiency
0%
Energy saved
Every optimization strips wasted energy out of your infrastructure, with audit-ready reporting to prove it.
03
Performance
0%
Faster systems
Relentless tuning from query plans to cache layers keeps performance climbing.
0%
04
Productivity
Engineering time saved
Routine tuning goes to the agents. Your engineers go back to building product.
Why smalBlu
The only agentic platform for cross-layer data optimization
Point tools & manual services
The status quo
Scope
Point tools tuned to a single layer. Savings in one silo create waste in another.
Energy
Energy use isn't part of the conversation.
Intelligence
Static rules or manual consulting engagements that go stale in weeks.
Outcomes
FinOps-only cost scope: dashboards to read, reports to file.
smalBlu
The agentic platform
Scope
Cross-layer platform. One system optimizes all six layers together.
Energy
Energy efficiency built into every optimization decision, with reporting to prove it.
Intelligence
AI-first, multi-agent system that learns continuously from every deployment.
Outcomes
Maximum system efficiency, with cost, energy, performance, and productivity gains as byproducts.
Integrations
Built to fit seamlessly into your stack
From clouds to databases to Kubernetes, SmalBlu is engineered to integrate natively with the infrastructure and ecosystem you already run. API-only, no host installs.
Security
Enterprise-Grade Security
Three guarantees built into every deployment.
01
Security Guardrails
Human approval on every change, a full audit trail, and one-click rollback.
02
Zero Data Movement
Deployed inside your environment. Workload data never leaves your perimeter.
03
Metadata-Only Access
Agents read metrics and configuration metadata, never your workload data.
End-to-End Encrypted
Role-Based Access
Human Approval
FAQ
Questions, answered
Everything CTOs, architects, and FinOps teams ask us first. Anything else, write to hello@smalblu.ai.
SmalBlu is the first AI platform that performs true cross-layer optimization, reasoning across user behavior, applications, compute, network, database, and storage as one system. Point tools tune a single layer in isolation; SmalBlu's agentic system optimizes the interactions between layers, and it self-learns across every deployment, so its recommendations keep getting sharper.
Building the world's most efficient data infrastructure
Start Optimizing with SmalBlu
Unlock autonomous infrastructure optimization that cuts your cloud costs and the energy they burn, with AI.