Better Data. Better Decisions.
Better AI.
We build and govern the data underneath AI: warehouses and pipelines, analytics your team trusts, and the knowledge layer that keeps AI answers grounded. Strategy first, then the build.
A 30-second check, no sign-up. Or see the work →
What we do.
Four capability areas, one focused firm. We diagnose before we prescribe, and scope to the problem in front of us. Some clients need a six-month engagement; some need two weeks.
Data Platforms & Engineering
The warehouse, the pipelines, and the high-stakes migrations underneath everything else. We design environments teams actually trust, and move data between them without breaking a single report.
Analytics & Business Intelligence
Reporting people actually trust, running without anyone babysitting it. We connect dashboards to real sources, define the metrics once, and take the manual prep off your team's plate for good.
AI & Knowledge Engineering
The content an AI agent reads decides whether it answers right or answers confidently wrong. We audit and re-engineer that layer, so retrieval systems and support bots ground their answers instead of guessing.
Data Strategy & Governance
The plan before the build, and the guardrails that keep it honest. We help you decide what to fix first, who can touch what, and how to get AI-ready without tripping over data you can't account for.
Products.
The repeatable parts of our work, standardized into tools you can run yourself. The catalog grows as we productize more.
AI Crawler Check
freePaste a URL and see which AI crawlers (ChatGPT, Claude, Gemini, Perplexity) your site lets in or blocks. Free, instant, no sign-up. The 30-second first step before the full audit.
Open AI Crawler CheckContextScore
liveSee where your AI support agent gets it wrong. We run real customer questions through your help center the way Fin or Zendesk AI does, then show every answer it botches, traced to the article that caused it.
Open ContextScoreSafety Grade
freePaste a URL and get a security grade for your vibe-coded site, based only on what it already serves in public. A letter grade, plus the exposed secrets and misconfigurations visible from outside. Free and instant.
Open Safety GradeSelected work.
Enterprise engagements, anonymized. The numbers are accurate.
Retired SAS. 300+ reports moved. Nothing went dark.
Moved a 2,000-repo GitHub estate to the cloud.
Two automation builds.
Beat the vendor's model.
Let's talk.
Thirty minutes.
No agenda. We'll tell you honestly whether we can help, and point you elsewhere if we can't.
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
Financial services, mining, and research across the US and UK. MS Computer Science.