AI agent misuse in Indian organizations has resulted in sensitive business data leaks due to poor credential hygiene and cloud misconfigurations. Meta’s release of Muse Spark Open demonstrates the accelerating risk and opportunity as advanced, open AI models proliferate. Defenders should review secrets management, audit cloud roles, and monitor for emerging abuses tied to open AI models and platforms.