The true challenge for organizations is not the AI technology but the ecosystem that supports it, especially the data infrastructure. Field service leaders need to prioritize data governance, quality, and integration before AI deployment. So, what risks come with poor data, and how can organizations mitigate these to ensure AI delivers on its promises?