AI Automation
AI RAG Systems
Retrieval-augmented generation that grounds AI answers in your own data — not guesses.
Overview
Everything Included in AI RAG Systems.
A RAG (retrieval-augmented generation) system pairs a large language model with a retrieval layer built on your own documents, so answers are grounded in your actual data instead of the model's general training. This dramatically reduces hallucination and lets the AI answer questions specific to your business — policies, product specs, internal knowledge — accurately.
We build the full pipeline: document ingestion and chunking, vector database setup, retrieval logic, and prompt engineering to keep the model's responses grounded and cited. The system can power an internal assistant, a customer-facing chatbot, or an API your own team consumes.
- Document ingestion & chunking pipeline
- Vector database setup (embeddings)
- Retrieval + generation pipeline
- Source citation in responses
- Hallucination reduction tuning
- API or chat interface delivery
Packages
Choose the Right Package.
Starter
A RAG pipeline over a single, well-defined document set.
- One document set ingested
- Vector database setup
- Basic retrieval pipeline
- Chat or API interface
- 5-6 weeks delivery
Professional
A production RAG system across multiple data sources with citations.
- Multiple document sources
- Advanced retrieval tuning
- Source citation in answers
- Custom interface integration
- 8-10 weeks delivery
Enterprise
Enterprise-scale RAG across departments and data systems.
- Cross-department knowledge base
- Custom embedding & retrieval architecture
- Access control & data governance
- Ongoing tuning & support retainer
Need something outside these tiers? talk to us about a custom quote
FAQ
Questions About AI RAG Systems.
Can't find what you're looking for? Reach out and we'll answer directly.
Ask a QuestionThe Enterprise package is built around scope that doesn't fit a fixed tier — larger builds, unusual data, or multi-phase engagements. We scope it with you and provide a fixed quote before any work begins.
AI RAG Systems is a focused engagement scoped specifically to this need, ideal when you don't require the full breadth of our AI Automation service. We're happy to combine it with other work if your needs grow.
Yes — most clients start with a smaller tier and expand scope later as needs grow. Work already delivered carries over toward the new package.
Yes — ongoing maintenance, monitoring and support retainers are available on every package, so what we build keeps performing after launch.
Let's build something
Ready to Start Your AI RAG Systems Project?
Tell us about your goals and we'll follow up within one business day with next steps and a clear scope.
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