AI & Data Operations
- MSO Economics · AI & Data Operations
"AI and the MSO Marketing Staffing Model: Which Hires Get Delayed, Which Get Replaced, and What the Math Actually Says"
"A driver-based analysis of where AI tooling changes the cost-to-serve curve for multi-location marketing operations. Using the same staffing model that produces the dead zone finding, we show which step-function hires shift, which roles compress, and where the savings are real versus where they are hallucinated."