Gaining visibility over manufacturing processes is not as easy, and requires connecting several systems. A dashboard requires data from the historian. A reporting tool needs information from the MES….
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Article
Internal Developer Platforms for data teams: Closing the gap between infrastructure and delivery
Ask an engineer how long it takes to stand up a new sandbox, and you get two numbers that do not agree. The hands-on part, creating the repository, wiring the pipeline, requesting access, could run…
Organizations have never invested more in data than they do today. The global big data market is currently estimated around $320-450 billion and is expected to double by 2030.
The right architecture in organisation depends on data maturity, workload mix, and governance readiness. Data warehouses deliver reliable analytics on structured data. Data lakes handle volume and…
In this series I want to challenge a myth I keep running into: that migrating data and analytics solutions from one Azure environment to another is always a simple lift-and-shift exercise, because…
Before investing further in digital manufacturing, a multinational manufacturer needed a clear understanding of where its production sites stood. Through a structured maturity assessment, the company…
Our team spent four days at Snowflake Summit 2026 in early June. Wojciech Winnicki (CTO), Michał Werner (Head of Tech Practice, Data Engineering), and Sebastian Flak (Senior Data Engineer) made the…
Article
Azure to Azure Platform Migration Part 1: Why the Timeline Starts Slipping Before the Code Changes
In this series I want to challenge a myth I keep running into: that migrating data and analytics solutions from one Azure environment to another is always a simple lift-and-shift exercise, because…
SQLDay is the largest data conference in Central and Eastern Europe, running since 2009 under Data Community Poland. Every May it brings the region’s database engineers, BI developers, data…
The PMSA Annual Conference is one of the anchor events for analytics professionals in pharma and biotech. This year it ran in New Orleans, May 3 through 6, under the theme Convergence…
The right architecture in organisation depends on data maturity, workload mix, and governance readiness. Data warehouses deliver reliable analytics on structured data. Data lakes handle volume and…
The pharmaceutical industry has always run on long timelines and high stakes. Bringing a single drug to market takes an average of ten years and 2.6 billion dollars, and the failure rate remains…
Article
Beyond the Code: How Scientific Method in Data Science Brings Decision Intelligence to Managers
Without scientific structure, data analysis is sophisticated guesswork. Instead of reacting to executive intuition, a data science team asks a precise question, locates the actual cause, tests a…
