What is AI Cost Optimization? GenAI cost allocation traces AI expenses—tokens, inference calls, GPU time, and model hosting—back to the teams, features, or customers that generated them. It’s the foundation of AI financial accountability, and without it, your growing OpenAI or Bedrock bill remains an unexplained line item that no one owns.