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These adopters are leveraging the same , customizing the knowledge‑base and policy rules to fit local regulations and service catalogs. The modular plug‑in system means they can add domain‑specific models (e.g., a legal‑advice BERT for a justice department) without re‑architecting the entire stack. publicagent e168 natali
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| Area | Feature in PublicAgent e168/Natali | |------|-----------------------------------| | | All model inference and storage can be confined to on‑premise hardware; no data leaves the jurisdiction unless explicitly permitted. | | Audit Trail | Every user interaction is logged with immutable hashes (SHA‑256) and timestamps; logs are write‑once‑read‑many (WORM) in Azure Blob or AWS S3 Glacier. | | Risk‑Based Controls | The Policy Engine automatically triggers a “human‑review” flag for any request that matches a high‑risk pattern (e.g., mention of self‑harm). | | Model Explainability | Integrated LIME/SHAP visualizations for operators to see why the AI suggested a particular response, satisfying emerging “right to explanation” statutes. | | Pen‑Testing | PublicAgent ships with a CI‑integrated security‑testing suite (OWASP ZAP, Bandit, RustSec) that runs on every code push. | | AI‑Governance | Pre‑built templates map the EU AI Act’s “high‑risk” criteria to configuration settings (e.g., mandatory logging, post‑deployment monitoring). |