Author Archives: It's Value

Learn how to calculate marginal AI cost per query, isolate variable spend, and know when AI stops paying off.

AI API or enterprise subscription? Learn which model cuts costs at your usage volume.

Sunk costs in AI investments should be ignored once spent. Learn when past spend still matters.

Choosing the wrong AI savings baseline distorts every result. Learn which type to use and why it matters.

AI spending audit trails explained: what to document, who owns it, and why governance matters now.

Inactive AI apps drain budgets silently. Learn how often to review them and cut unnecessary costs.

Shadow AI creates hidden costs, compliance penalties, and budget gaps. Learn how to take back control.

Learn how to compare AI use cases financially using TCO, ROI, and risk-adjusted returns. A smarter portfolio starts here.

AI cost allocation disputes are common. Learn the frameworks, methods, and governance steps that resolve them fast.

Attributing revenue to AI is hard. Explore the frameworks, data requirements, and common mistakes that matter most.