Brookfield Residential has placed data governance before artificial-intelligence initiatives, treating reliable and unified information as the foundation for future AI use. CIO Brandon Sharp said the company committed 250,000 internal hours to the effort.

The project involved deploying seven major systems to create a single source of truth. Sharp outlined the company’s approach in an account reported by HousingWire.

For property businesses, a common data foundation can help limit inconsistencies between systems and provide clearer inputs for operational and investment decisions. Brookfield’s sequencing reflects a core limitation of AI programmes: their outputs depend on the quality, consistency and governance of the data behind them.

The scale of the internal commitment suggests that Brookfield views data management as operating infrastructure rather than a short-term technology pilot. Its approach puts the work of establishing trusted information ahead of deploying AI applications.