GCP AI-platform builds and custom RAG.
Vertex AI, custom RAG stacks, evals harnesses, CI/CD for agent teams. Your data, your models, your control. We ship the platform then leave you owning it.
Scope
What a build looks like.
01
Discovery + data inventory
Two-week diagnostic. What data you have, what shape it is in, what a good outcome looks like, what the constraints actually are.
02
Reference architecture on GCP
Vertex AI, BigQuery, Cloud Run, Firestore, GCS. Choose the primitives, wire the auth, get to a running skeleton fast.
03
Custom RAG
Chunking, embeddings, hybrid retrieval, re-ranking, evals. Not a demo — a system that survives production traffic.
04
Evals + CI/CD
Continuous evaluation on real prompts, real users, real outcomes. Automated gates on every deploy.
05
Handover + ownership
Your team owns the runtime. We leave you with runbooks, dashboards, and a clean handover.