Your AI is only as good as the data under it.
We engineer that layer.
A founder-led data consulting and contracting firm. We govern, migrate, and re-engineer the data and content your AI depends on — and we productize the repeatable parts so you can run them yourself.
What we do.
Four specific areas — a focused firm, not a generalist shop. Large engagements and small outsourced projects alike.
Snowflake Architecture & Governance
Your numbers live in five places and no one trusts them. We design a clean, governed environment — schema, access controls, cost management — and leave your team able to maintain it without us.
Automation & Dashboards
Hours eaten by manual prep; reports no one believes. We build automated pipelines and dashboards that connect to real sources, update without intervention, and that your team will actually trust.
Migration Consulting
The highest-risk moment in your data lifecycle. We've guided enterprise-scale migrations without a single reporting outage. The value is knowing where things break before they do.
Content & Knowledge Engineering for AI
We read, structure, and re-engineer the knowledge an AI agent draws on, so it answers correctly instead of confidently wrong. This is the work ContextScore productizes.
Products.
The repeatable parts of our work, standardized into tools you can run yourself. The catalog grows as we productize more.
ContextScore
liveInsurance for your AI support agent. We run real customer questions through your help center the way Fin or Zendesk AI does, and show exactly where it gives wrong answers — every failure traced to the article causing it.
Open ContextScoreSelected work.
Enterprise engagements, anonymized. The numbers are accurate.
400 reports moved. Nothing broke.
“We're shutting down a legacy system. Nothing can break.”
Two builds. 170 hours back.
“Our team runs the same manual QA every quarter. It takes weeks.”
Beat the vendor's model.
“We're paying for software that's wrong too often.”
Let's talk.
Thirty minutes.
No agenda. We'll tell you honestly whether we can help — and if we can't, we'll point you somewhere that can.
Remote-first, worldwide
We work across US, UK and IST hours and meet you inside your working day — wherever you are.
Capital One · Rio Tinto · University of Utah
US & UK — financial services, mining, research. MS Computer Science.