AI-Driven Predictive Attrition Modelling Reshapes Vendor Roadmaps
Vendors across the category are racing to embed predictive attrition modelling into core platforms, moving beyond descriptive survey scoring toward models that flag individual flight risk before an employee formally resigns, since large employers increasingly evaluate renewal decisions on demonstrated predictive accuracy rather than survey response rate alone. MMA's Q4 2025 primary research found thirty eight percent of enterprise customers now running some form of continuous listening programme, up meaningfully from a smaller base three years earlier, as vendors completed the analytics infrastructure needed to support real-time sentiment scoring across large distributed workforces. This shift is resetting competitive positioning industry-wide.
Market Impact: Drives 46% of renewal decisions








