Give your team its own knowledge back.
For teams whose people spend hours hunting through the intranet for the answer that already exists — a working GCP + custom-RAG stack that lets them ask a plain-English question and get the answer, with the source quoted. Vertex AI, evals harnesses that catch drift, CI/CD so your engineers ship fixes without drama. Your data never leaves your control.
Five weeks in the life of a build.
Two weeks understanding what you already have
Your operators, your analysts and your ops team sit with our engineers. We map what data you have, what shape it's in, what a good outcome looks like for your customers, and what constraints are non-negotiable.
A working platform on GCP your team can log into
Vertex AI, BigQuery, Cloud Run, Firestore, GCS. The primitives wired up, auth working, and a running skeleton your team can already start feeding real data into.
A RAG stack that survives real questions
Chunking, embeddings, hybrid retrieval, re-ranking, evals. Not a demo — a system your customers or operators ask real questions of and get grounded, source-quoted answers back.
Guard-rails so your team spots trouble before your customers do
Continuous evaluation on real prompts, real users, real outcomes. Automated gates on every deploy so a bad model change doesn't ship.
Your team owns it after
Runbooks, dashboards, and a founder-narrated walk-through so your engineers can run and extend everything the day after we leave.