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.
Selected results from Pranav's previous roles.
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 with rehearsed cutovers and reporting continuity checks.
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.
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.
Selected work.
Selected projects from Pranav's previous enterprise roles, plus one Anchor Data Labs prototype. Each case gives the role, the contribution, and the outcome.
A SQL-support agent's knowledge base, re-engineered.
Data governance guidance inside Claude projects.
Data-centre exits, on-prem to cloud. Reporting never went dark.
Moved a 2,000-repo GitHub estate to the cloud.
Automated spreadsheet preparation and risk-assessment QA.
Custom ML for operations, and a reporting rebuild that cut planning time.
A factory floor that reports itself over WhatsApp.
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 robots.txt permits or blocks. Free, no account, just an email for your result. The 30-second first step before the full audit.
Open AI Crawler CheckContextScore
liveSee where AI struggles to answer from your help center. We run plausible customer questions through a reference retrieval-and-answering pipeline, then show, in the sample, the answers it can't support from your content, traced to the page behind 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, about a minute.
Open Safety GradeLet's talk.
Thirty minutes.
Tell us what you're trying to achieve. We'll be honest about whether we can help, and point you elsewhere if we can't.
Remote-first, worldwide
We work across US, UK and India (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.