As health systems around the world advance interoperability, the standards and data models that enable the secure exchange of health information are becoming increasingly complex. While these standards are essential to digital transformation, they can be difficult for implementers, policymakers, vendors, and standards teams to navigate. Understanding how data elements, attributes, and relationships connect often requires significant time reviewing technical documentation and specifications, creating barriers to adoption and slowing implementation of interoperable digital health solutions.
Canada Health Infoway developed the CA-Core AI Tool, a standards exploration platform that combines a conversational interface with an interactive knowledge graph built from authoritative Canadian health data standards and models. The tool enables users to ask questions in plain language and visually explore relationships across CA-Core+ FHIR profiles and CIHI data models, making complex standards easier to understand and apply.
By transforming technical standards into a searchable and accessible resource, the initiative improves discoverability, supports faster analysis, and reduces the effort required to understand implementation requirements. The solution strengthens interoperability capability, supports knowledge sharing, and provides a scalable approach that could be applied to standards environments in other jurisdictions facing similar challenges. Human experts remain responsible for all standards and implementation decisions, ensuring appropriate governance and oversight. Ultimately, the initiative helps unlock the full value of health data by making complex standards more accessible to the people who implement them, empowering faster innovation and advancing a more connected, interoperable future for healthcare nationwide.