The engineering team behind fast, scalable, AI-enabled products.
What we do
Build it, run it, or make it fast. Often all three.
01 / AI Engineering
RAG pipelines, copilots, document search, agentic workflows. Not demos — production systems that are traceable, evaluatable, and cost-controlled from day one.
02 / Cloud & Infrastructure
Most teams build the app and outsource the cloud. We own both — production-grade hosting, CI/CD, and the operations behind a product that has to stay reliable under real traffic.
03 / IoT & Connected Hardware
Purpose-built connected systems for field and edge deployment. We design firmware, cloud sync, and OTA management so devices stay current and accessible without manual intervention.
04 / Full-Cycle Development
From first wireframe to live in production. We design, build, and ship complete web products — and stay accountable for how they run, not just how they look in a demo.
Live from production
A feel for what our work looks like in the wild — a RAG pipeline answering queries and a design platform shipping in real time.
sub-200ms
500k+ docs indexed, 35% lower cloud cost
Designed and built an internal search system indexing 500k+ technical documents using hybrid dense + sparse retrieval (Weaviate). Deployed on Kubernetes (EKS) with sub-200ms latency at 35% lower cloud cost than initial provisioning.
Rivian: RAG Knowledge Engine
Full funnel
Upload, customise, checkout, owned end to end
Canvas-based design tool for real-time artwork placement and print ordering, built on Konva.js with WebSockets throughout. Six months of iteration with zero regressions and green Core Web Vitals in production.
Custom Print Platform
Proof, not promises
0+ yrs
Full-cycle product delivery, design to deploy
0M+
Users served on products we have built and run
0k+
Documents indexed in a production RAG system we shipped
0%
Uptime on the cloud infrastructure we own
Work that has shaped products at
Ready when you are
Thirty minutes, no deck, no pressure. Bring the problem — we'll bring an engineering opinion.