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News, trends and practical use cases in AI, enterprise knowledge and digital twins to enhance corporate efficiency and innovation.

  • October 6, 2026

4 Ways the Entity Resolution Problem Is Costing You

The entity resolution problem hides in reconciliation hours and screening alerts, then resurfaces in AI that sees three customers where there is one. Matching records cuts part of that bill. The rest stays until you can see which systems, reports, and processes depend on each entity, and what breaks when it changes.

  • September 30, 2026

Why an Entity Resolution Platform Isn’t Enough

Your CRM, finance, and support systems can represent the same entity in different ways. An entity resolution platform can determine which records refer to the same entity. Then a harder question shows up: where is that entity represented across the IT ecosystem, and what systems or processes are connected to it? Your entity resolution tool can’t answer that. Here’s what can.

  • August 27, 2026

The IT Ecosystem, Visible and Actionable

Velorum held its first webinar: “The reality of the IT ecosystem, visible and actionable. In hours, not weeks.” Xavi Reig, Chief of Engineering, opened with one question: how long did it take to find out what a change to a critical system would actually break? Most teams can’t answer in minutes.

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