Adopting AIOps comes with challenges such as ensuring high-quality data collection, integrating with legacy IT systems, and overcoming employee resistance to new automated processes. Organizations that succeed typically focus on phased implementations, maintain strict data governance, and emphasize change management to build trust and acceptance among stakeholders.