Purchase prediction agent
Predict future purchases, optimize inventory, and boost sales with AI-driven insights.
Publisher
Kyndryl
Industry Type
Manufacturing
Product Details
This agent predicts a customer’s purchase behavior and likelihood based on their interactions, data metrics, and a unified customer data model. It reports parameters such as upgrade likelihood, timeframe, and preferred model, giving businesses insight into otherwise uncertain customer behavior.
The agent is designed for businesses and marketing teams in the automobile industry that want to engage customers proactively and optimize sales strategies with predictive analytics. Targeted predictions of customer behavior and preferences can increase conversion rates, improve customer retention, and make marketing spend more efficient. It uses Vertex AI, Gemini 1.5, Big Query, and Fast API, with Angular JS for the frontend and Streamlit for the chatbot.
Key Use Cases
Automotive Repeat Purchase Forecasting
Analyzes unified customer profiles and vehicle telematics in BigQuery with Gemini 1.5 to predict when an owner will trade in or purchase a new vehicle.
Targeted Dealership Marketing Optimization
Exposes predictive purchase scores through FastAPI and Streamlit to help marketing teams trigger model-specific promotions to high-intent buyers.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.