Qefro
Build AI assistants that answer questions and take secure business actions.
Qefro is an AI customer support and business automation platform that enables organizations to deploy intelligent assistants across websites, WhatsApp, internal portals, and custom applications.
Unlike traditional AI chatbots that only generate text, Qefro combines Retrieval-Augmented Generation (RAG) with Business Tools, allowing AI to securely interact with your existing business systems.
🚀 Why Qefro?
Most AI chatbots can answer questions.
Qefro enables AI to understand, reason, and perform secure business actions.
With Qefro, your AI can:
- 💬 Answer customer questions
- 📄 Search company knowledge
- 📦 Track orders
- 📅 Book appointments
- 🛒 Create orders
- 👤 Retrieve customer information
- 🧾 Generate invoices
- 🎫 Create support tickets
- 📈 Execute business workflows
without exposing your internal systems directly to the AI model.
🏗 Architecture
Customer
Website • WhatsApp • Portal
│
▼
Qefro AI Runtime
│
┌─────────────┼─────────────┐
│ │ │
Knowledge Business Conversations
Base Tools
│ │
▼ ▼
RAG Search ERP • CRM • Commerce
✨ Features
🤖 AI Customer Support
- AI-powered conversations
- Streaming responses
- Multi-turn memory
- Multilingual support
- Context-aware conversations
📚 Knowledge Base
- DOCX
- PPTX
- XLSX
- Images
- OCR
- Website crawler
- Automatic chunking
- Semantic search
- Retrieval-Augmented Generation (RAG)
🛠 Business Tools
Securely connect AI with your existing business systems.
Examples:
- Order tracking
- Inventory lookup
- Customer profile
- Appointment booking
- Invoice generation
- Ticket management
- CRM operations
- ERP integration
- Commerce
Business Tools allow AI to execute validated actions through your APIs instead of generating unreliable responses.
🌐 Multi-Channel
Deploy the same AI assistant across:
- Website Widget
- Internal Portal
- REST API
- Custom Applications
More channels are planned for future releases.
🏢 Enterprise Ready
- Multi-tenant architecture
- Workspace isolation
- Team management
- Secure authentication
- API-first design
- Custom domains
- Streaming API
- Audit-friendly architecture
🔄 AI Pipeline
User
│
▼
Conversation
│
▼
Knowledge Retrieval
│
▼
Business Tools (optional)
│
▼
LLM
│
▼
Secure Response
🛠 Technology Stack
- Rust
- Axum
- PostgreSQL
- SQLx
- Redis
- pgvector
- ONNX Runtime
- React
- TypeScript
- WebSocket Streaming
🎯 Use Cases
Qefro is suitable for:
- SaaS Platforms
- E-commerce
- Healthcare
- Logistics
- Finance
- Education
- Manufacturing
- Internal Enterprise Assistants
💡 Philosophy
Most AI chatbots stop after answering questions.
Qefro goes one step further.
Answer → Think → Act
By combining enterprise knowledge with secure business operations, organizations can automate real customer interactions while maintaining full control over authentication, permissions, and business logic.
🗺 Roadmap
V1
- AI Customer Support
- Knowledge Base
- Business Tools
- Website Widget
- Internal Portal
- Multi-tenancy
- Billing
- Custom Domains
Future
- Real-time Voice
- Additional Communication Channels
- Enterprise Integrations
- Workflow Automation
- Advanced Analytics
🤖 AI Model Support
Qefro supports a flexible AI stack and can integrate with:
- OpenAI-compatible APIs
- Hugging Face models
- ONNX models
- GGUF models
- Self-hosted inference
🌍 Learn More
- Website: https://qefro.com
- Documentation: Coming Soon
📜 License
Copyright © 2026 Qefro.
All rights reserved.
Qefro — The Business AI Platform for intelligent conversations and secure business actions.