corporate governance
30% Mismatches: AI‑Based Compensation vs Manual Board Oversight?
AI-driven compensation analysis reduces mismatches between pay and ESG performance, delivering clearer alignment than manual board oversight. Studies indicate that firms using AI tools for executive pay see stronger ESG scores and lower governance risk. In my experience, the data-rich panels that AI creates help boards focus on material outcomes