AI Governance & Strategy

LLM cost management refers to the systematic approach of controlling, monitoring, and optimizing expenses associated with large language model operations within cloud infrastructure environments. Unlike traditional cloud resources that follow predictable consumption patterns, large language models present unique cost challenges due to token-based pricing, variable inference loads, and compute-intensive training requirements. The financial complexity of…

An AI Governance Framework is a comprehensive set of policies, procedures, and controls that organizations implement to manage artificial intelligence initiatives while maintaining financial accountability and operational efficiency. This framework becomes particularly critical in financial operations where AI workloads can generate significant cloud costs and require careful resource management to ensure optimal return on investment….