CloudYali
FinOps For AI CourseFoundation Level

Your AI bill just grew 340%.Now you own it.

The FinOps For AI Foundation Course teaches how AI billing actually works. Tokens, inference, attribution, forecasting, ROI. Not theory. The mechanics behind the invoice.

The FinOps For AI Foundation Course teaches how AI billing actually works — the mechanics behind token pricing, inference costs, and the attribution challenges that make AI spend harder to manage than traditional cloud. Built by CloudYali and aligned to the FinOps Certified: FinOps for AI exam, the course is free, self-paced, and takes approximately 8 hours across five modules.

~8 hours5 modulesSelf-pacedExam-aligned

No credit card requiredNo trial period

A CloudYali learning experienceAligned to FinOps Certified: FinOps for AI

67%

of AI spend goes unattributed

Most teams can’t map their AI bill to a specific team, product, or outcome.

faster growth than cloud spend

AI inference is outpacing traditional cloud — with a fraction of the visibility tools.

3

billing models on one invoice

Token-based, compute-based, and capacity-based — priced in completely different units.

Five modules. One complete picture.

Everything in the FinOps For AI Foundation Course, in order.

01

What Are We Even Paying For?

Token billing, deployment models, and the hidden costs behind every AI invoice.

90 minToken Tracker 🛡️
02

Whose Bill Is This, Anyway?

Cost allocation, attribution frameworks, and showback models for AI workloads.

100 minCost Allocator 🎯
03

Something Is Very Wrong

Anomaly detection, governance guardrails, and how to catch a cost spike before it becomes a crisis.

95 minAnomaly Hunter 🔍
04

The CFO Wants a Forecast

AI budgeting, forecasting models, and confidence intervals for environments that change weekly.

100 minBudget Builder 📊
05

What Did We Actually Get For Our Money?

Business value measurement, KPI frameworks, and how to present AI ROI to a board.

110 minValue Connector 💎

Frequently Asked Questions

What is the FinOps For AI Foundation Course?

A free, self-paced course that teaches how AI billing actually works. Five modules covering token pricing, cost attribution, anomaly detection, forecasting, and ROI measurement. Built by CloudYali, aligned to the FinOps Certified: FinOps for AI exam. Takes approximately 8 hours to complete.

Is this course really free?

Yes. All five modules are free. No credit card, no trial period, no locked content. Free because we built it for the FinOps community.

Who is this course for?

FinOps practitioners who find AI billing confusing, engineering leads who make model decisions and need cost intuition, and finance analysts who need to bring AI costs into financial reporting. Each module includes context for all three roles.

What will I learn?

How token-based, compute-based, and capacity-based AI billing works. How to attribute AI costs to teams and products. How to detect anomalies and set governance guardrails. How to forecast AI costs in fast-changing environments. How to measure and present AI ROI to executives.

Is this aligned to the FinOps Foundation exam?

Yes. The course maps to the FinOps Certified: FinOps for AI exam domains. Each module covers specific exam topics. Completing all five modules and the final assessment prepares you for the certification.

How long does it take?

Approximately 8 hours across five modules. Self-paced — progress saves automatically. Most people complete it across 3–4 sessions.

What is FinOps for AI?

Applying financial operations principles to AI workloads. Unlike traditional cloud costs — compute, storage, network — AI costs involve token billing, inference pricing, and capacity reservations that need different attribution and forecasting approaches. The FinOps Foundation formally recognizes it as a distinct domain.

Ready to own your AI costs?

FinOps For AI Foundation Course

Join FinOps practitioners, engineering leads, and finance analysts building the mental models AI finance actually requires.

Free because we built it for the FinOps community.