AI Hype Cycle: Gartner Charts the Rise of Agents, ModelOps, Synthetic Data, and AI Engineering
BigDataWire, Friday, August 29th, 2025
Gartner says the average company spent around $1.9 million on GenAI last year, yet fewer than 30% of AI leaders think their CEOs are satisfied with the results. That gap between spending and satisfaction is concerning.
After a stretch of buzz and experimentation, business leaders are moving past flashy demos and proof-of-concept hype. They're asking harder questions now. What can AI really do inside a complex business? What works at scale, and what breaks when real-world systems get involved?
You can see that shift clearly in Gartner's latest Hype Cycles for Artificial Intelligence and Generative AI. These reports chart the maturity, adoption, and business impact of emerging AI technologies. One of the key findings is that while GenAI by itself still holds a prominent place, it's no longer the main event. As its limits become more visible, attention is shifting to the things that actually make GenAI usable, such as better data, smarter workflows, and stronger governance.