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PublicAgent E168 Natali – A Detailed Examination of a Next‑Generation Civic Digital Assistant

• 4.1. System Stack
• 4.2. Natural‑Language Processing (NLP) Engine
• 4.3. Knowledge Graph & Ontology
• 4.4. Integration Layer (APIs, Legacy Systems)
• 4.5. Security & Privacy Framework

• Enable Prometheus alerts for latency > 150 ms or error‑rate > 0.5 %.
• Review audit logs weekly; adjust policy rules as needed.

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In E168: