In-house plan
The audit → build → handover flow for teams that want the trusted data layer in their own infrastructure — owned and operated by them.
It lives in your warehouse, not ours.
Nothing depends on us to keep running.
Modeled to how your business actually calculates them.
Your team runs it, with us alongside until they're autonomous.
The build
You give us access to your data sources. We assess your current state — what you have, what's missing, what's worth building — and tell you exactly what to build first.
Full data stack audit
Tool recommendations
Prioritized build plan
AI-readiness assessment
Pipelines and modeled metrics — versioned, tested, reconciled — built on your own infrastructure. The deterministic layer under your AI, documented from day one. Nothing lives on our side.
Deterministic, reconciled metric layer
Niche-trained interpreting agents
Recommendations traced to their rule
Documented and handed over
We ramp your team until they can operate and extend it on their own. Then it's yours — if we disappear tomorrow, it keeps running.
Your team operates it
We ramp your people
Evolves with your business
You keep everything
Yours to keep
Everything we build lives in your warehouse — the whole stack, yours to run, extend, and audit.
Ingestion across all your sources, versioned and tested.
The deterministic layer where every number traces back to source.
Consistent metric definitions your tools and AI read from.
How it's built and how it runs, so your team can extend it.
Handover & support
You're not left with a repo and good luck. We ramp your team until they can run and extend it on their own — and hand over everything they need to keep going.
Your people learn the stack hands-on.
How it's built, how to run it, what to do when.
You know when something needs attention.
We stay reachable while your team ramps.
Senior operators who've built and run analytics inside global commerce brands — not juniors, not endless handoffs. The people who design your layer are the people who build it.
Tell us about your stack and what you want to own. We'll walk you through what we'd build first and how the handover works.