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| Phase | Scope | Success Metrics | |-------|-------|-----------------| | | • Hook UI events (screen change, button clicks). • Pull static, pre‑tagged articles from the KB. • Render a simple “Help” panel with search. | • 80 % of users open the panel at least once. • 30 % reduction in “I can’t find X” support tickets. | | Phase 2 – AI‑driven Ranking | • Add embedding generation for context + article titles. • Serve top‑3 most relevant suggestions automatically. | • 60 % of presented suggestions are clicked. • 20 % increase in feature adoption (tracked via action buttons). | | Phase 3 – Proactive Actions | • Define “next‑best‑action” rules (e.g., if user completes “Create Project”, suggest “Invite Team”). • One‑click execution via API calls. | • 15 % lift in multi‑step workflow completion rates. | | Phase 4 – Learning Loop | • Capture rating/feedback. • Retrain ranking model weekly. • A/B test new suggestion sets. | • Feedback rating ≥ 4/5 on average. • 10 % improvement in relevance (CTR). | | Phase 5 – Extensibility | • Public SDK for third‑party plugins. • Multi‑language support. | • 5+ external plugins integrated within 3 months of release. |

Another reason hamsters are a top choice as pets is their relatively low-maintenance care. Unlike dogs or cats, hamsters don't require a lot of space or expensive equipment. A simple cage or enclosure with some bedding, food, water, and toys is all they need to thrive. This makes them an excellent choice for people who live in small apartments or have limited space at home. Additionally, hamsters are relatively easy to care for, as they are self-cleaning animals that are easy to feed and maintain. x hamstarcom top

$199 (was $249) – Includes a 2‑year warranty upgrade | Phase | Scope | Success Metrics |