Juq 699 ✦ Fast & Trusted

JUQ‑699 Feature Name: Smart Tagging & Contextual Search Target Release: v2.3 (or as appropriate)

| Risk | Likelihood | Impact | Mitigation | |------|------------|--------|------------| | – tags become less relevant as language evolves | Medium | High | Schedule weekly re‑training on latest data; monitor acceptance rate and trigger auto‑retrain if < 60 %. | | Performance spikes during large batch uploads | Low | High | Use a separate “batch‑mode” endpoint that processes asynchronously and writes tags in bulk. | | Privacy breach if model sends data to external API | Low | Critical | Run all inference on‑prem; enforce data‑masking for any logging. | | User confusion over auto‑suggested tags | Medium | Medium | Provide clear UI affordances (tooltips, “Why this tag?”) and easy reject options. | | Tag taxonomy conflict with existing manual taxonomy | Medium | Medium | Admin UI to map auto‑generated tags to canonical taxonomy; allow black‑listing of problematic tags. | juq 699

It is built around the placeholder name , which you can replace with the actual product or module name later. JUQ‑699 Feature Name: Smart Tagging & Contextual Search

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