AI & Data
LLM Integrations
Knowledge-base assistants, search and answer layers: wired into your existing product.
Overview
We connect large language models (LLMs) into your existing workflows: assistants, search and answer layers grounded in your company's own data, with verifiable accuracy and predictable cost.
What we deliver
Chat assistants grounded in your company's knowledge base (docs, FAQs, product data)
RAG (retrieval-augmented generation) architecture for accurate, source-grounded answers
Answer/search layers integrated into your existing website, app or internal tools
Flexible switching between LLM providers
Usage monitoring and cost control
Highlights
How the process works
We first clarify exactly where an LLM adds real value: not a generic "chatbot," but a specific use case. Then we prepare your data source, test answer quality, and check edge cases before going live. After launch we keep improving answer quality based on real usage data.
Who it's for
Any company wanting to speed up customer support or internal knowledge access with a reliable assistant grounded in their own data.
Engagement & deployment
Structured discovery, phased delivery, and production readiness so your organization can adopt with confidence.