Interoperability Architecture
Designing systems and standards that enable different software platforms, devices, and organizations to exchange and use data seamlessly.
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Why It Matters
AI systems are only as good as the data they receive. Architects who ensure smooth data flow between legacy and modern systems enable AI deployments to access the comprehensive data they need.
How to Get Started
Study integration patterns (ESB, API gateway, event-driven). Learn tools like MuleSoft, Apache Kafka, or Dell Boomi. In healthcare, focus on HL7 FHIR; in government, study NIEM standards.
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