"data provenance"

The pressure for proven data lineage is arriving from several directions at once.

In the agentic AI era, the biggest risk may not be a bad model. It may be good-looking automation built on data no one can fully explain.

The intelligence layer they build doesn’t just serve today’s AI tools; it becomes the solid foundation for whatever comes next.

The organizations that will derive the most value from AI over the next several years will not necessarily be the ones with the largest mode...

The AI is the engine. The data is the fuel. The quality of that fuel and the governance of the engine determine whether it runs or stalls mi...

The narrative that RAG is dead has been repeated by enough credible voices that many engineering leaders have started to believe it.

Whether data has been certified for the purpose it now serves must be addressed at the same architectural level as the semantic layer.