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| Layer | Technology | Reason for Choice | |-------|------------|-------------------| | | Progressive Web App (PWA) + native mobile SDKs (iOS/Android) | Cross‑platform consistency, offline caching. | | Conversational Engine | Hybrid model: OpenAI‑GPT‑4.5 for generative text + proprietary intent‑classifier (TensorFlow) | Balances creativity with deterministic compliance. | | Knowledge Management | GraphDB (RDF store) with a custom Civic Ontology (based on schema.org and DCAT) | Enables semantic linking of policies, permits, and events. | | Integration Middleware | Apache Kafka for event streaming; Spring Boot micro‑services for RESTful APIs | Loose coupling with legacy municipal systems (e.g., SAP‑based finance, Esri GIS). | | Security & Auditing | OAuth 2.0 with OpenID Connect; audit logs stored in immutable Ledger (Hyperledger Fabric) | Meets ISO 27001 and GDPR‑style auditability. | | | Conversational Engine | Hybrid model: OpenAI‑GPT‑4
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A mediates between Natali and over 30 legacy back‑ends. Each back‑end is wrapped by a connector micro‑service that translates the internal data model into the canonical graph schema. For instance, the legacy water‑billing system (a COBOL‑based mainframe) is accessed via a thin SOAP‑to‑REST adapter, exposing only the fields required for Natali’s billing queries.