We build our own products. When we take on client work, it is the same team, the same stack, and the same standard.

AI you can defend to a user, a lawyer, or a regulator.

We build grounded AI systems on Vertex AI and Gemini, where every answer traces back to a source. Retrieval that actually retrieves, generation that cites, and guardrails written into the prompt rather than bolted on afterwards.

• Grounded RAG on Vertex AI Search, with citations and relevance tuning
• Structured extraction and auto-tagging against a controlled vocabulary
• Conversational onboarding and intent classification, with deterministic fallbacks
• Content moderation pipelines, wordlist plus model
• Evaluation and guardrails designed in from the first commit

From an idea to the App Store, by one team.

We build the whole product, not a layer of it. The interface people touch and the intelligence behind it live in the same codebase, are held to the same standard, and are tested together.

• iOS and Android on React Native and Expo, TypeScript throughout
• Web on Next.js, sharing one backend with the app
• Python and FastAPI services on Cloud Run, Firestore for data
• An enforced design system: one type scale, one color system, motion and haptics with rules
• Real test suites on every surface, not a smoke test at the end

The parts teams discover too late.

We advise on the decisions that are expensive to reverse: what to ground on, what to externalize, how to deploy without holding your breath, and how to move onto Google Cloud without a rewrite.