Aito.ai Predictive Database Demo
This interactive demo showcases Aito.ai's predictive database through an intelligent grocery store application with 11 production-ready ML features.
Featured ML Capabilities
- Personalized Search — Query-based ranking with user context and purchase probability
- Smart Recommendations — Goal-oriented product suggestions using the _recommend endpoint
- Invoice Automation — Automatic GL code assignment and approval routing
- Price-Demand Analytics — Data-driven pricing optimization and demand forecasting
- Product Catalog AI — Category and price prediction for new products
- NLP Support — Customer inquiry classification and sentiment analysis
- Statistical Discovery — Correlation analysis with the _relate endpoint
- Model Quality Monitoring — Real-time evaluation and performance metrics
- AI Shopping Assistant — Contextual chatbot with cart management
- Employee Assistant — Internal business intelligence chatbot
- Predictive Autofill — Smart cart pre-filling based on user patterns
Technical Highlights
Query-based inference without model training or MLOps infrastructure. 20-50ms API response times. SQL-like queries return ML predictions instead of raw data.
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