We build RAG that works in production, not just demos. From vector stores to evaluation, we ensure your AI finds the right information every time.
You search for 'refund policy' and get results about shipping. Classic vector search failure. We implement hybrid search, query expansion, custom embeddings and semantic understanding that matches intent to content.
Your AI finds the right document, but the answer is still wrong. We build RAG with strict grounding, inline citations, and confidence scoring to prevent hallucinations. Every claim links to a source.
Your expertise is buried across databases, PDFs and legacy systems. From preprocessing and de-duplication to document classification and chunking, we ensure you are RAG-ready no matter the document type or location.
Our designers and software engineers integrate fully with your team to deliver exceptional software and ensure your people have the skills and resources to keep growing.
Our engineers will dive into any stack, solve the hardest problems, and deliver work continuously and collaboratively to get to the right answer together, side-by-side.
We build and deliver quality working software. To get there, we prioritize incremental changes to complex systems, maximizing impact and minimizing operational disruption.
Good software solves problems—and it makes growth possible. We deliver the product you need and the knowledge your team needs to run with it. Doing our job well means working ourselves out of a job.
