TC-18 / TECHNOLOGIES
Large language models, applied with care
Large language models are AI systems trained on vast text data that can understand and generate language, summarise, extract information and reason over documents.
What we build with it
Knowledge assistants, document processing pipelines, support automation, structured data extraction and natural-language interfaces to business systems.
Tools in our toolkit
Commercial and open-source models, retrieval-augmented generation, vector databases, structured outputs, tool calling, evaluation harnesses, guardrails and cost and latency monitoring.
When it is the right choice
Language-heavy tasks where flexibility and understanding matter.
When we would suggest something else
Tasks with strict determinism or heavy numeric precision are often better handled by conventional code.
Frequently asked questions
Will an LLM invent answers?
It can. We reduce this through grounding, evaluation and guardrails, and design for human review where the stakes require it.