Denodo: Denodo, a leader in data management, announced new product integrations to support the building and scaling of agentic AI across hybrid and multi-cloud environments supporting customers across financial services, healthcare and life sciences, manufacturing, retail, public sector and others.

According to BERNAMA News Agency, as enterprises move beyond AI experimentation to production with a focus on business outcomes, many face common challenges: AI agents fail to deliver reliable outcomes when they lack real-time awareness, operate on incomplete or incorrect data, or act outside governance and compliance boundaries. These are not model limitations, but data challenges.