Gartner 2025 AI Hype Cycle: The focus is shifting from hype to foundational innovations
Gartner 2025 AI Hype Cycle: The focus is shifting from hype to foundational innovations
Knowledge Graphs are a key part of the shift, positioned on the slope of enlightenment
By Haritha Khandabattu and Birgi Tamersoy:
Al investment remains strong, but focus is shifting from GenAl hype to foundational innovations like Al-ready data, Al agents, Al engineering and ModelOps.
This research helps leaders prioritize high-impact, emerging Al techniques while navigating regulatory complexity and operational scaling.
As Gartner notes, Generative AI capabilities are advancing at a rapid pace and the tools that will become available over the next 2-5 years will be transformative.
The rapid evolution of these technologies and techniques continues unabated, as does the corresponding hype, making this tumultuous landscape difficult to navigate.
These conditions mean GenAI continues to be a top priority for the C-suite.
Weaving in another foundational concept, Systems of Intelligence as coined by Geoffrey Moore and reference by David Vellante and George Gilbert:
Systems of Intelligence are the linchpin of modern enterprise architecture because [AI] agents are only as smart as the state of the business represented in the knowledge graph.
If a platform controls that graph, it becomes the default policymaker for “why is this happening, what comes next, and what should we do?”
For enterprises, there is only one feasible answer to the "who controls the graph" question: you should.
To do that, start working on your enterprise knowledge graph today, if you haven't already.
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Gartner 2025 AI Hype Cycle: The focus is shifting from hype to foundational innovations