AI Analytics Displaces Anniversary Only Programmes
Large enterprises are increasingly specifying AI engagement analytics platforms in place of anniversary only programmes that cannot document measurable retention impact across increasingly distributed hybrid workforces. MMA's Q4 2025 primary research found enterprises using AI analytics platforms reporting retention improving 19 percent versus comparable anniversary only programmes, as vendors completed the modeling calibration work needed to certify accuracy across enterprise scale deployments. This shift is resetting vendor investment priorities across nearly every major product line in the category, and quickly reshuffling supplier shortlists at several leading enterprises. Vendor roadmaps are shifting accordingly across nearly every major product line.
Market Impact: Drives 43 percent of new decisions








