Technology
Unified data platforms you own and control — Google Cloud at the core, open source alongside it wherever that serves you better.
Getting agent-ready isn't a tool you buy. It's a foundation you fix.
Your teams are already pointing AI at your data. The problem isn't the model — it's that the platform underneath was never designed for something that queries without asking permission. Four layers, and each one only works if the one beneath it is right.
Streaming and batch pipelines, BigQuery warehouses, orchestration and infrastructure as code. Built for real load, not demo volumes.
You get numbers that are there when the decision is, and a cloud bill that reflects what you use.
Metric definitions, lineage, access control and audit built into the platform rather than bolted on afterwards.
You get the same answer in the board deck, the dashboard and the agent's response.
Ingestion through transformation to a served product: APIs, interfaces and reporting the business works in daily.
You get value your users can see, not a warehouse only the data team visits.
MCP servers, conversational analytics and Vertex AI agents wired to governed data, so what they return can be defended.
You get AI that reaches production instead of stalling in pilot.
Two principles that decide most of the architecture.
Pragmatic, not dogmatic
Some data belongs in the warehouse — ERP, transactional systems, anything analytics depends on. Some is better governed where it already sits. We make that call case by case, and you see value in weeks rather than after a twelve-month migration.
Ownership
No licences to sell you, no proprietary layer you can't leave. The platform, the pipelines, the agents and the documentation are yours from day one.
We're a Google Cloud Partner, and our engineers hold Google Cloud Professional certifications including Cloud Architect and Data Engineer. We build on open, composable technology — and we're comfortable on AWS and open source where that serves you better.
Two weeks, fixed fee. You get a clear picture of what's solid, what breaks under an agent, and what to fix first.
Book a readiness assessment