How It Works
From Consultation to Deployment
Our proven 6-step process delivers production-ready RAG chatbots in 2-4 weeks. You own the code, we handle the complexity.
Typical Timeline
2-4 weeks from start to finish
Discovery & Consultation
1-2 days
Architecture Design
2-3 days
Development & Integration
1-2 weeks
Testing & Optimization
3-5 days
Deployment to Your AWS
1-2 days
Training & Handoff
1-2 days
Discovery & Consultation
1-2 days
We start with a detailed consultation to understand your business needs, document types, use cases, and success criteria.
What we do:
- Identify key use cases and user personas
- Analyze your document types and structure
- Define success metrics and KPIs
- Review security and compliance requirements
Architecture Design
2-3 days
Our team designs a custom RAG architecture tailored to your specific requirements and AWS infrastructure.
What we do:
- Design vector database schema
- Plan document ingestion pipeline
- Define API endpoints and integrations
- Create deployment architecture diagram
Development & Integration
1-2 weeks
We build your custom RAG chatbot using production-ready code, following enterprise best practices.
What we do:
- Implement RAG pipeline with your documents
- Build admin dashboard for analytics
- Create API endpoints for integration
- Develop frontend chat interface
Testing & Optimization
3-5 days
Rigorous testing to ensure 85%+ accuracy, performance optimization, and security validation.
What we do:
- Test with real user questions
- Optimize retrieval accuracy
- Performance and load testing
- Security penetration testing
Deployment to Your AWS
1-2 days
We deploy the entire solution to your AWS account. You maintain full control and ownership.
What we do:
- Deploy to your AWS infrastructure
- Configure CI/CD pipelines
- Set up monitoring and alerts
- Implement backup and disaster recovery
Training & Handoff
1-2 days
Comprehensive training for your team and complete code handoff. You own everything.
What we do:
- Admin dashboard training
- Developer documentation walkthrough
- Code repository transfer
- Ongoing support options
What You Get
Complete ownership of production-ready code and infrastructure
✅ Complete Source Code
Full access to frontend, backend, and infrastructure code. No black boxes, no vendor lock-in.
✅ Admin Dashboard
Analytics, user management, document management, and performance monitoring.
✅ API Documentation
Complete API docs with code examples in Python, JavaScript, and cURL.
✅ Deployment Scripts
CI/CD pipelines, infrastructure as code (Terraform), and deployment automation.
✅ Training Materials
Video tutorials, documentation, and live training sessions for your team.
✅ Ongoing Support
Optional maintenance packages for updates, bug fixes, and feature additions.
Technology Stack
Built with modern, production-ready technologies
Frontend
- Next.js 16 - React framework with App Router
- React 19 - Latest stable version
- TypeScript 5 - Type safety
- Tailwind CSS 3.4 - Utility-first styling
Backend
- Python 3.11+ - Modern Python
- FastAPI - High-performance API framework
- PostgreSQL - Relational database
- AWS Bedrock - AI model access
Frequently Asked Questions
Ready to Get Started?
Schedule a consultation to discuss your specific needs and timeline.