IFO4 working groups bring together practitioners, researchers, and domain experts to research, draft, and maintain the standards that define the FinOps profession.
1
Active Working Groups
14
Total Members
1
Standards in Development
1
Published Deliverables
AI Cost Attribution & OptimizationActive
AI Economics & Cost Governance Working Group
Chaired by Standards Council Appointee,IFO4 Standards Board
14
Members
4
Deliverables
Focused on developing frameworks and best practices for understanding, measuring, and optimizing the costs associated with artificial intelligence systems. Covers model ownership, token economics, GPU utilization, training and inference cost optimization, and provider cost management.
Current Deliverables
StandardDraft v0.3.0
AI/ML Compute Cost Governance (IFO4-S-007)
GuidancePublished Feb 2026
Interim Guidance: Foundation Model API Cost Attribution
ResearchIn Progress
AI Agent Orchestration Cost Research Paper
ResearchScoping
GPU Cluster Efficiency Benchmarking Framework
Recent Activity
Published interim guidance on token efficiency measurement for generative AI applications (February 2026)
Received 47 public comments on draft IFO4-S-007; working group response document in progress
Published survey results: AI compute cost governance maturity across 150 organizations
If you identify a gap in the IFO4 standards landscape - a domain that needs formal standards development - you can propose a new working group through the governance process.