McKinsey is deploying AI agents to automate how it selects consultants for client projects. The firm intends to replace manual staffing processes with algorithmic matching to optimize skill sets. This internal shift tests agentic workflows in a high-stakes professional services environment. It remains an incremental operational update rather than a broader strategic pivot.