structured product validation, and Morfic for decision support and implementation planning. AgeTech Labs also produces impartial product test reviews that assess commercial readiness and operational fit of hardware and software in real senior care environments. In addition, it convenes the AgeTech Toronto community to support knowledge sharing among operators, vendors, researchers, and investors. Its tools and methods are designed to be used directly by senior living leaders, product teams, and ecosystem partners involved in elder care technology decisions.