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AI ServiceTypical duration: 6 to 10 weeks

Generative AI & RAG

Assistants that answer from your own data and documents, cite their sources, and respect who is allowed to see what.

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A model that knows the internet is not the same as one that knows your business. We build assistants that retrieve from your documents, knowledge bases, and governed database tables, answer in plain language, and show where every answer came from. Access rules follow the user, so a salesperson sees their own pipeline and a tenant never sees another tenant's data.

What You Get

  • Use-case and data source scoping
  • Retrieval pipeline: chunking, embeddings, and vector search
  • Read-only natural-language queries over governed tables
  • Source citations and answer grounding
  • Role-aware and tenant-aware access control
  • Evaluation set and answer quality monitoring

Ideal For

Teams whose people spend hours a day looking up answers that already exist in a CRM, a document library, or a data warehouse.

Tech Stack

OpenAIAnthropic ClaudeLlamaIndexLangChainpgvectorPineconeAzure AI Search

Not Sure If This Is What You Need?

Book a free 30-minute session with a senior data architect. We'll tell you honestly whether this service fits your situation, and if not, what does.

Schedule Your Free Strategy Session

Let's Find Your Starting Point

Book a complimentary 30-minute session with a senior data or AI architect. Bring your challenge, your stack, or an open question, and leave with a clear, honest assessment of where to begin.

No pitch. No obligation. Just a useful conversation.

Typically responds within 1 business day · Available globally