Author Archives: It's Value

Learn which AI spending thresholds fit each approval tier, and why consumption pricing changes everything.

Learn how to calculate AI investment payback periods, with the formula most business cases get wrong.

Learn how to distribute AI compliance and support costs fairly across use cases using proven allocation methods.

A multi-model AI strategy can raise or reduce costs. Governance is what decides which outcome you get.

Allocating AI costs across legal entities is complex. Here is how to do it compliantly.

Realized AI value requires structured measurement from day one. Learn what actually proves your business case was met.

AI experiment costs are hard to allocate. Learn which models, governance structures, and frameworks actually work.

Self-hosted vs. managed AI costs compared, including hidden fees, break-even thresholds, and key financial metrics.

Should your central AI platform charge departments? Chargeback vs. showback explained, with governance models that actually work.

Open-source AI costs less upfront, but the true financial gap surprises most enterprise IT leaders.