Publications · Roland Arato

Thinking in
connected systems.

Field notes on building services that balance value, control and practical delivery.

AI strategy · 12 Dec 2025

The real edge is an AI model that stays

Why operational fit, reliability and total cost matter more than chasing every new model release.

Responsible AI · 07 Dec 2025

Keep the human in high-impact automation

Efficiency cannot replace accountability where automated decisions affect people, trust and sensitive data.

Data economy · 30 Nov 2025

Europe needs a value-first data economy

Data protection and value creation can reinforce each other when responsibility is clear and distributed.

Data & AI · 09 Oct 2025

Turn trusted data into tools for AI

Give assistants governed tools for verification and enrichment instead of relying on unverified model knowledge.