In the rush to adopt AI for facilities management, the initial conversations about deploying AI tools almost always focus on speed of deployment. However, that’s not a sound approach. Instead, managers should first ask whether the operational data behind the scenes can support what the tool promises to do, because, without the proper data foundation, any AI initiative will likely stall out within a year and fail to produce tangible results.