Practice FinOps Decisions with AI-Powered Scenarios
The IFO4 Simulation Playground lets you practice real-world FinOps decisions in safe, scored environments. Learn by doing. No real cloud accounts required.
Learn by Doing
Choose a Scenario
Select from 200+ real-world FinOps challenges, or create a custom simulation.
Make Decisions
Work through the scenario using IFO4 frameworks and best practices.
See the Impact
AI scoring shows you the financial and operational impact of each decision.
Get Certified
Complete scenario sets to earn playground certifications and CPE credits.
Six Labs for FinOps Mastery
Cost Optimization Scenarios
Practice identifying waste, rightsizing workloads, and implementing savings in realistic multi-cloud scenarios.
Launch →Budget Simulation
Model budget cycles, forecast cloud spend, and test allocation strategies without affecting real accounts.
Launch →Waste Detection
Run waste detection algorithms on simulated environments to practice identification and remediation techniques.
Launch →RI Advisor
Simulate Reserved Instance and Savings Plan purchase decisions with AI-powered commitment recommendations.
Launch →Forecasting Lab
Build and test forecasting models against historical simulation data to hone prediction accuracy.
Launch →Governance Sandbox
Practice implementing tagging policies, budget alerts, and cost guardrails in a safe environment.
Launch →Start Practicing Today
Free access to 50+ scenarios. Upgrade for unlimited simulations and certification paths.