LLMs & Natural Language Interfaces
From messy text to useful insights — powered by LLMs
We help SMEs build practical tools using large language models — from internal assistants to document understanding. If your business runs on unstructured data, we’ll help you unlock it.
Problem We Solve
Teams are buried in forms, docs, emails, PDFs, meeting notes — and no one has time to read it all. Generic chatbots don’t help. You need smart systems that can extract, tag, summarise, and respond.
What We Deliver
- AI-powered interfaces tailored to your workflows
- Document classification, summarisation, Q&A
- Domain-specific assistants (finance, HR, education, etc.)
- Tooling: OpenAI, Claude, LangChain, Weaviate, RAG pipelines
Where It Helps
- Teams processing customer queries or case files
- Teams stuck summarising docs, feedback, or forms
- Ops teams trying to find patterns across text-based reports
case example
How we helped regulated teams digitise their document workflows
Across medical, finance, and education teams, validation staff were manually reviewing scanned documents and handwritten forms. We built a system combining OCR (Google Vision), OpenAI, and Claude to convert these into structured outputs — enabling rapid search and tagging.
Outcome:
- Hundreds of hours saved
- Faster processing of unstructured documents
- Structured output in JSON format
- Delivered in under 3 quarters
Drowning in documents? Let’s build something smarter.