
Dominik Żuk
Founder of AutomAIze
May 2024 Experience prior to founding AutomAIze
A top payment services provider in the MEA region, with over $200M in annual revenue, made a strategic investment in building a future-ready data ecosystem. The goal was to deliver secure and scalable AI and analytics products for clients — including merchants and financial institutions. Dominik led the initiative for over a year, managing a joint team of client-side experts and consultants through phases of strategy, assessment, and implementation.
Single source of truth
Centralised operating model
Scalability
Key Takeaways from Building a Scalable Data Ecosystem
This journey in data monetisation through analytics and AI clearly highlighted the value of investing in strategic data technologies. Building a secure, scalable, and compliant data ecosystem not only unlocked new income streams — it positioned the organization as a true innovator in the payments sector. The strategies and lessons from this initiative offer a practical roadmap for other companies seeking to turn their data platform into a business growth engine.
01
Business Value Creation:
a strategic transition from PoC to MVP to full production, tightly aligned with KPIs, turned innovation into measurable business outcomes.
02
Stakeholder Engagement: effective communication and collaboration helped resolve challenges swiftly and maintain flexibility throughout.
03
PCI-DSS Compliance:
as a Strength
Achieving high security standards became a strategic asset, building trust and boosting competitiveness.
04
Agile Execution: flexibility enabled quick adaptation to changes and delivery of effective, market-aligned solutions.
Curious how this could work in your business?
Let’s talk about how AI, automation, and a secure data ecosystem can unlock growth in your organization.