FinOps Intelligence  ·  AWS Cost Optimization

Stop
paying for
idle cloud.

An agentic system that surfaces waste, reasons over real pricing, and hands you the exact fix.

Ingestion · Analysis
Action · Interface
Human approval
required on every action
$0
Savings tracked
1,284
Zombie resources found
99.2%
Actions approved
System Architecture
01
Ingestion
Read-only boto3 pulls CloudWatch CPU telemetry and Cost Explorer spend across all regions over a 14-day window.
02
Analysis
LangChain agent + ChromaDB RAG grounds every recommendation in real AWS Pricing API data. No hallucinated numbers.
03
Action
Structured JSON with exact AWS CLI commands. All scripts queued — never auto-executed. Every action waits for you.
04
Interface
Next.js dashboard surfaces findings with wasted spend and reasoning. FastAPI executes only on your approval.
Live Agent Output

Watch Tuff
reason in real-time.

The cognitive engine queries CloudWatch, grounds every number in real AWS pricing via RAG, and generates the exact CLI command to fix it — held for your approval.

tuff-agent · main

Agent findings awaiting
your approval.

0 pending / 0 total
ResourceTypeRegionCurrentSavingsCPU avgAction
All findings processed

Your Cloud bill is
bleeding money.

Connect your account in minutes. Tuff audits everything, surfaces the waste, hands you the commands. You click approve.

Deploy Tuff →Read the Docs