AI & LLM Integration
Practical AI features — chatbots, content generation, RAG search and workflow automation — integrated into your existing product.
We help businesses put large language models to work: intelligent customer support assistants, retrieval-augmented search over your own data, and automation that removes repetitive manual work.
What's included
- Custom chatbots & AI support assistants
- Retrieval-augmented generation (RAG) over private data
- LLM-powered content & workflow automation
- Prompt engineering & evaluation pipelines
Technologies we use
Anthropic Claude / OpenAI APIs
Python / FastAPI
PostgreSQL + pgvector
LangChain
Redis for caching & rate limiting
Business benefits
- Cut repetitive support and admin work with automation that actually understands context
- Search your own private data in natural language instead of exact keyword matches
- Ship AI features with cost and safety guardrails built in from day one, not bolted on after
Example use cases
An AI support assistant that resolves tier-1 tickets automatically
Natural-language search over internal docs, contracts, or a knowledge base
Automated summarisation or tagging of large volumes of incoming content
An internal tool that drafts first-pass responses for your team to review