AI Cost Management

Stop bleeding cash on AI infrastructure. AI Cost Management is a premium, fully
offline toolkit that helps cloud architects, DevOps engineers, and AI/ML leaders
take control of GPU spend, LLM token costs, and AI unit economics.

This is a TOOL app, not a reader — interactive calculators and trackers are the
star, with the complete 12-chapter FinOps handbook included as a bonus.

★ COST CALCULATORS (5 interactive tools)
• GPU Cost & Idle Waste — see exactly how much idle GPUs cost you
• LLM Token Cost — project daily, monthly and yearly token spend
• AI Unit Economics — cost per request, gross margin and break-even price
• Inference Savings — stack quantization, pruning and batching savings
• Reserved vs On-Demand — break-even for commitments and on-prem

★ FINOPS ROADMAP
A step-by-step cost-optimization checklist grouped into 5 phases — Assess,
Optimize Compute, Optimize Inference, Govern, and Scale — with live progress
tracking and a link from every action to the chapter it comes from.

★ LEARN & LEVEL UP
• Chapter quizzes with instant feedback, explanations and pass badges
• A searchable FinOps glossary of key terms
• An image gallery from the handbook
• 12 achievements and animated progress rings that reward real usage

★ THE FULL HANDBOOK (bonus)
Read all 12 chapters offline with adjustable font size, bookmarks,
mark-as-complete and resume — anytime, anywhere.

★ BUILT FOR EVERY SCREEN
Phones, tablets and foldables, with a polished Material 3 design, light and dark
themes, and a themed (monochrome) icon.

★ PRIVATE BY DESIGN
100% offline. The app does not request internet access, shows no ads, and has no
in-app purchases or subscriptions. Nothing you do is collected or shared — your
progress stays on your device.

Topics covered: AI cost optimization, GPU cloud FinOps, LLM token cost reduction,
AI unit economics, cloud infrastructure budgeting, serverless AI cost management,
and GPU scaling for engineering teams.

A one-time purchase. No hidden costs. Ever.

© ChatStick Company Limited