Why token efficiency is now a C-suite decision, and how WWT turns AI cost architecture into governed financial value.

Enterprise AI adoption has scaled rapidly, but value realization has not kept pace. Nearly 88 percent of organizations now use AI in at least one business function, yet 60 percent report little or no material value from their investments. The gap is not caused by poor tool selection; it is caused by strategic fragmentation, where parallel experiments consume resources without producing compounding value. This article examines why fragmentation happens, what an Agentic AI strategy contains, and how to translate published benchmarks into a defensible business case.