The Power Behind

Agent Kuruma isn't just a chatbot. It's an autonomous vehicle sourcing, sales, and inventory engagement system built for the modern dealership.

The Architecture

Agent Kuruma operates on a robust, high-performance tech stack designed for rapid delivery and zero hallucinations. The flow is seamless: WhatsApp → Webhook → Node.js Backend → Gemini API → Database.

Strict Prompt Engineering

We utilize advanced context structuring with the Gemini API to ensure the AI only recommends vehicles that are actually in your SQL/NoSQL database, completely eliminating hallucinations.

Gemini API Integration

Powered by Google's Gemini, the AI Knowledge Engine understands complex customer requirements, import compliance details, and trade-in valuations with human-like accuracy.

AI Knowledge Engine Architecture

Zero Hallucinations

Strict context boundaries powered by Gemini.

Our Mission

To remove friction from the car-buying process. We believe customers shouldn't have to wait hours for a sales rep to check inventory or reply to a message. Agent Kuruma bridges the gap between instant gratification and high-ticket sales.

The Team

Developed by the same innovative minds behind Agent Goku, we are bringing enterprise-grade AI automation to local dealerships. Our team consists of AI researchers, automotive industry veterans, and UX experts.