User Experience in Smart Yield Wallet

Forecast chart with trend line & shaded confidence band. Current price vs projected price markers for 30/60/90 days. Icons for “High Confidence” or “Volatile Outlook.” Detail View Historical vs predicted price overlay. Top 3 contributing signals (“Active whale inflows,” “Bullish sentiment spike,” etc.). Conservative / Neutral / Aggressive scenarios toggle. Built-in legal disclaimer. Alerts Push notifications when predictions shift beyond set thresholds.

Example: “CoinSight AI : ETH 30-day forecast revised to +8%, confidence 72%.”

Technical Deployment Backend: Python ML pipeline (scikit-learn, PyTorch, Prophet) in Docker containers. Data Storage: PostgreSQL/BigQuery for historical records, Redis for live forecasts. Scheduling: Airflow or Cron jobs for daily retraining & updates. Front-End: Interactive charting with React Native/Flutter. Security: Encrypted API keys, HTTPS-only communication.