Governing AI transformation: Why workforce visibility matters

AI transformation is changing how organizations operate—but many companies are discovering that the greatest risks are not technological. In this episode of the Corporate Director Podcast, Aniel Mahabier, founder of INOP explains why AI implementation failures are often visibility failures: organizations may have extensive workforce data, but lack the insight needed to understand how automation is changing work, capabilities and execution risk.