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The importance of data provenance and governance in the age of agentic AI

Kumar Vishwanathan, Chief Product Officer at Axon Networks, explains the importance of data provenance and governance

21 Oct 2026

Sponsored by:

AXON Networks

The importance of data provenance and governance in the age of agentic AI

In an interview at Innovate Americas, Kumar Vishwanathan, Chief Product Officer at AXON Networks, talks about the importance of data in future autonomous and AI networks. He explains how agentic AI places a greater emphasis on the provenance of data, where bad data is a “new incident” that can make problems worse. And he talks about what operators need to do to make AN Level 4 autonomy achievable at scale, including implementing a robust data layer for the provenance and governance of data as well as step-by-step operational transformation.

Kumar Vishwanathan

Kumar Vishwanathan

Chief Product Officer