Scaling AI inside large organizations demands genuine buy-in across teams, thoughtful change management, and clear oversight structures that employees trust.

Scaling AI inside large organizations demands genuine buy-in across teams, thoughtful change management, and clear oversight structures that employees trust.

Agentic AI boosts productivity but risks costly errors without governance. Enterprises must balance autonomy with accountability, guardrails, and human oversight.