A research hospital–city partnership will ingest clinical free text plus structured operations data to support assistive analytics. Which architecture pattern does this sketch reflect?
Select an answer to reveal the explanation.
Short Explanation
Notes plus structured ops data is a multi-course meal for assistive analytics — not a festival ticket counter. The pattern is bring many source types in, then serve helpful insights out.
Full Explanation
Cognitive and assistive analytics reference patterns combine heterogeneous ingest—unstructured text and structured operational records—with analytics services on top. A research hospital–city partnership ingesting clinical free text plus structured operations data sketches that multi-modal architecture idea at pattern level, not as a branded product clone. Architecture planning must include ingest diversity and service layers for assistive civic/health insights.
A ticketing checkout pattern that only counts festival seats fails by concept: wrong load class. A payments fraud pattern that only streams card authorizations fails by concept: different event class. A pure batch ledger with no text ingest and no assistive services fails by concept: it omits the multi-modal assistive design.
Exam caveat: Multi-modal ingest plus analytics services for assistive insights—not ticketing, payments-fraud, or text-free batch-ledger patterns.
Operational check: Diagram text and structured ingest into shared analytics services, assign PHI/privacy controls, and prototype one assistive query that uses both modalities before scaling. Document residual risk for civic operators and revisit after the next production change window.