Applied AI & software, shipped to production since 2019.

We design, build and operate AI-powered backends: retrieval pipelines, inference serving, evaluation harnesses and the unglamorous plumbing that keeps them alive at 3am.

What we do

• Retrieval & grounded answers — Ingestion, chunking, hybrid dense+sparse retrieval, reranking and citation-grounded generation. Fixed-price pilot: 3 weeks, your docs, measurable recall@k.
• Inference serving & cost reduction — We take an existing model endpoint and cut cost per 1k tokens — batching, caching, quantization. Typical result: 40–60% cheaper at equal quality.
• Backend platforms — Go microservices, Postgres, queues. We build it, document runbooks, hand over the keys, and stay on call for the first quarter.