Smart Quote is an AI-powered quoting system built on LangChain and RAG (Retrieval-Augmented Generation) technology, designed for sales, procurement, and e-commerce professionals. By uploading product information, the system quickly builds a customized knowledge base, accurately understands customer inquiry intent in natural language, and generates professional, compliant quotes—significantly improving efficiency and accuracy.
- Custom Knowledge Base: Upload product catalogs, pricing sheets, specifications, etc. The system automatically parses and structures the data into a dedicated knowledge repository.
- Natural Language Interaction: No need to learn technical terms—just describe your needs in plain language, like "I need a waterproof outdoor kit under ¥500," and the system understands and responds precisely.
- Smart Matching & Quoting: Automatically selects suitable product combinations based on requirements, then generates optimized quotes using real-time inventory, cost, and discount logic.
- Multi-format Export: One-click export to PDF, Excel, Word, and other formats—fully customizable templates for different client communication scenarios.
- Complete History Tracking: All inquiries and quotes are automatically archived and searchable by time, client, product, or other criteria—ideal for follow-up and analytics.
- Sales teams: Respond faster to client requests, reduce repetitive work, and increase conversion rates.
- Procurement specialists: Efficiently compare options and recommend optimal procurement bundles.
- E-commerce operators: Handle bulk inquiries with standardized, automated responses.
- A customer asks via WeChat or email: "Do you have a quiet keyboard suitable for office use?" The system instantly identifies keywords, retrieves relevant products, and delivers a quote with price, specs, and promotions.
- Preparing multiple configuration proposals for a bid: The system generates three tailored quote packages based on different budget tiers.
- Team members repeatedly re-enter the same quote details: Reuse past records to avoid inconsistencies and human errors.
Smart Quote isn’t just a tool—it’s a smart upgrade to your sales workflow, turning every quote into a professional, efficient, and traceable interaction.