Chat inquiries arrive around the clock, but staff cannot keep up. Product information and quotes are delivered slowly, while order and inventory management require duplicate entry into the ERP, driving up operating load.
- Handle chat inquiries 24/7Staff cannot keep up
- Get product info and quotes instantlySlow replies cause drop-off
- Manage inquiries, orders, and inventory in one placeDuplicate entry with ERP
- Ensure AI answer accuracy with in-house knowledgeGeneric AI is inaccurate
A NestJS backend powers a RAG chatbot driven by generative AI (Gemini/Vertex). It serves customers inside messaging groups and answers from the company's own product knowledge. Inquiries automatically generate orders that sync to the ERP. A React CMS manages bots, groups, products, customers, and reports.