Applied artificial intelligence

We integrate language models and data pipelines where they solve a concrete problem. If the best answer is not to use AI, we will tell you.

Typical stack

Python
Claude
pgvector
LangChain
Hugging Face

What we do

RAG systems with continuous answer-quality evaluation
Agents and workflow automation with your own tools
Document classification, extraction and summarization
Fine-tuning and per-token cost optimization
Guardrails, content filtering and answer traceability

What you get

Quality metrics before and after, not promises
Cost per operation measured and bounded
An evaluation system that runs on every model change

Let’s talk

Tell us what you need and we will say whether we can help.