Better Data. Better Decisions.
Better AI.
We help organizations define data strategy, engineer modern platforms, deliver trusted analytics, and prepare for AI — turning data into lasting advantage.
A 30-second check, no sign-up — or see the work →
What we do.
Four specific areas — a focused firm, not a generalist shop. We diagnose before we prescribe, and scope to the problem, not a template — large engagement or small project 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. Data-center exits, legacy-platform retirements, source-control consolidations — we've led enterprise migrations at scale 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.
AI Crawler Check
freeFree and instant — paste a URL and see which AI crawlers (ChatGPT, Claude, Gemini, Perplexity) your site lets in or blocks. The 30-second first step before the full audit.
Open AI Crawler CheckContextScore
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 ContextScoreSafety Grade
freeFree and instant — paste a URL and get a security grade for your vibe-coded site, based only on what it publicly serves. A letter grade, the exposed secrets and misconfigurations we can see from the outside, and how to fix each one.
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 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.