Dominik Żuk
Founder of AutomAIze
Experience prior to founding AutomAIze

A leading European bank, with annual revenues exceeding €5 billion and managing over $0.5 trillion in assets, invested in a future-proof performance reporting system to enable unified, reliable, and scalable management. The client faced significant challenges due to hundreds of fragmented reports across 40+ entities, resulting in poor data quality and lack of operational consistency. Dominik led the digital stream of the project, guiding both client and consulting teams over 15 months of assessment, deployment, and implementation.
The Need to Optimize Reporting Processes
Achieving Operational Excellence Through Performance Reporting: How to replace thousands of Excel files and enable efficient, centralized performance monitoring across branches?
More detailsReporting Automation in Power BI
Building a future-proof reporting system using Power BI, covering over 1,000 KPIs and 40 business units.
More detailsReporting Automation Saves Time and Improves Data Quality in Banking
A trusted and scalable reporting system deployed across dozens of banking units, with a 7-person team trained for ongoing operations.
The system continues to evolve and adapt to organizational needs
Automation of hundreds of Excel-based reports with 99% accuracy
40-minute refresh time for large datasets
Power BI Implementation – Key Takeaways
As we approach 2026, Business Intelligence (BI) remains a cornerstone of performance management for organizations striving for operational excellence. While AI dominates headlines, it's important to recognize that AI is not always the answer to performance management challenges. Tools like Power BI offer powerful, scalable solutions that deliver clarity, accuracy, and real-time insight — all essential for informed decision-making.
In many cases, the strategic use of well-integrated BI ecosystems can drive both immediate and long-term gains, without the complexity and unpredictability of advanced AI. Companies that prioritize data-driven decision-making, KPI management, and reporting automation gain a measurable boost in efficiency, tighter alignment to business objectives, and lasting success. In 2025, the key isn’t choosing between BI and AI — it’s understanding when each is the right tool for the job.
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Scalable Architecture Easily integrates new KPIs — built for adaptability and long-term growth.
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User Experience Early prototypes helped tailor the interface to meet advanced banking needs.
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Stakeholder Engagement Clear documentation of logic and requirements ensured alignment with business goals.
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Impact Tracking Success metrics made it possible to measure results during and after implementation.
Ready to transform reporting in your company?
Let’s talk about how BI and AI-driven automation can help your business save time, reduce errors, and make faster decisions.