
The Architecture of Adaptive Performance: a Strategic Review of High-velocity Advertising Portfolio Optimization
The industry’s radiant truth is that marketing performance is no longer a linear progression of spend-to-revenue ratios, but a chaotic system of non-linear feedback loops. Most global enterprises are currently








