Less friction.
More data value.
Modern data platforms for analytics, products and AI. Built to launch quickly, run efficiently and grow with your team.

From the first useful dataset
to a platform you can trust.
For product companies and small data teams ready to move beyond manual reporting, fragile pipelines and conflicting metrics.
A fast start.
A sensible life after launch.
We compare infrastructure, engineering effort and risk over your planning horizon. The smallest sufficient stack is our starting point.
EXPLORE THE OPTIONS
Modern tools.
Less operational weight.
Lightweight tools with a low learning curve where they fit. Proven foundations where the workload demands them. Every component earns its place.
A toolbox, not a shopping list. We select the combination around your use case, budget and team's skills.
Experience in production.
Ideas you can inspect.
Production platform experience alongside open engineering projects and practical teaching.
Nikolay Krupiy
Data Engineer & Platform Architect. 15+ years in IT, including 6+ years in modern data engineering. Direct technical involvement from architecture to handover.
A clear scope.
A useful outcome.
Start with a focused engagement. Agree on success criteria, deliver working code and leave your team ready to take over.
What should your
data do next?
Tell us what you have, what hurts and what you want to achieve. We'll discuss a practical first step.
Telegram / @NikolayKrupiydwh.bi.guru@gmail.com