To harness artificial intelligence effectively, organisations must start with clean data, clear objectives, and human oversight. AI use cases customer segmentation, predictive analytics, automation should align with strategic problems. Models require training, validation, and continuous feedback to avoid bias or drift. Integrating AI into workflows demands change management and measurable KPIs.