Program / Lab

AI CostCheaper

FinOps for AI

Reduce AI compute cost while preserving quality - FinOps-style evidence and savings reports.

Cost Optimization
Quality Preserved
FinOps Evidence

At a Glance

Optimize cloud and security spend without sacrificing coverage. Input your infrastructure costs and security configs, get rightsizing recommendations and waste elimination paths that maintain protection.

The Problem

AI compute costs spiral out of control. Teams optimize blindly, risking accuracy and security. CFOs want cost reduction, CTOs want quality - there's no shared language. Savings claims are hard to prove.

The Solution

AI CostCheaper identifies cost hotspots and optimization candidates while maintaining accuracy and security constraints. Produces before/after savings reports designed for CTO/CFO conversations.

Capabilities

Production-ready features designed for enterprise integration.

Cost Hotspot Detection

Identify where AI compute spend is highest.

Optimization Candidates

Surface opportunities with quality/security constraints.

Savings Reports

Before/after estimates with evidence.

Quality Preservation

Optimize cost without sacrificing accuracy.

Evidence & Proof Points

Hard numbers and verifiable outputs for your due diligence.

Source
Full Code
Clean, documented
Tests
Automated
Accuracy validation
Docker
Deploy
Container-ready

Sample Outputs

Cost optimization reportsSavings projectionsQuality impact analysisFinOps dashboards

Integration

Clear inputs and outputs for seamless integration into your stack.

Inputs

  • AI workload telemetry
  • Cost data (cloud billing)
  • Quality baselines
  • Optimization constraints

Outputs

  • Cost hotspot analysis
  • Optimization recommendations
  • Savings reports (PDF)
  • Quality impact metrics
  • Executive summaries

Ideal For

Best-fit buyer profiles and use cases.

CTO/CFO

Reduce AI costs with evidence-backed recommendations.

ML Platforms

Optimize compute spend across AI workloads.

FinOps

Add AI-specific cost optimization to FinOps practice.

Ready for a Deep Dive?

Schedule a 20-minute technical walkthrough to see AI CostCheaper in action and discuss integration options.