A 2,300-client study shows MiQ Sigma delivers $2.22 in value for every dollar spent. The company now integrates a Planning Agent and Total Measurement to automate ad spend optimization. This update targets programmatic buyers seeking better attribution. It is an incremental improvement for enterprise ad-tech workflows rather than a structural shift.