If you’ve ever thought that companies do more talk than action when it comes to AI strategy, a new report from Cisco confirms that. It turns out that only 13% of the world is actually ready for the AI revolution.
But this small group, which Cisco calls “pacesetters,” is beating the competition. The third annual Cisco AI Readiness Index found that these top performers are four times more likely to move their AI projects from the pilot stage to the real world. More importantly, they are 50% more likely to see measurable value from their efforts.
What they realized is that winning with AI depends on getting the foundations right with a disciplined approach that combines strategy, infrastructure, and security. As a result, 90% of Pacesetters see real improvements in profits, productivity, and innovation, while most of their peers hover around the 60% range.
Jeetu Patel, President and Chief Product Officer, Cisco.
“Our research shows that the organizations that are most ready for AI are the pacesetters. They are four times more likely to take pilots to production and 50 percent more likely to realize measurable value. So more than 80 percent of the organizations we surveyed are considering deploying AI agents, and these new findings confirm that readiness, discipline, and action are the keys to unlocking value.”
So what is their secret? Research shows a clear pattern. Pacesetters don’t treat AI as a side project. It is a core part of their business strategy. Almost all companies (99%) have a good AI roadmap, but only 58% of other companies can claim it. They also put their money where their mouth is. For 79% of them, AI is a top investment priority, but only 24% share this commitment.
These leaders are building for the long term, with 98% designing their networks to handle the massive scale and complexity of AI, compared to just 46% of their peers. It gives them confidence that their system can handle whatever is thrown at them. 71% say their network can scale instantly to fit any AI project, a sentiment echoed by an alarmingly low 15% of other organizations.
This report also gives us a glimpse of the near future, but for many it looks difficult. Two major challenges are looming: the proliferation of AI agents and what Cisco has dubbed “AI infrastructure debt.”
83% of companies plan to deploy AI agents as part of their strategy, and nearly 40% expect AI agents to work alongside human employees within a year. But here’s the problem. Most of these companies are building on shaky foundations.
More than half of companies admit that their current networks simply cannot handle the amount of data and complexity required by these advanced AI systems. Pacesetters, on the other hand, have already done their homework, with 75 percent feeling fully prepared to secure and control these agents, compared to just 31 percent of other agents.
This leads to the ticking time bomb of “AI infrastructure debt.” Think of it as a modern version of the technical debt that has plagued businesses for years. It’s the result of all the compromises, deferred upgrades, and underfunded plans that have quietly added up to slowly squeeze out the long-term value of AI.
The red flags are already flashing. Nearly two-thirds of leaders expect their workloads to increase by 30% or more over the next three years, and a similar number are struggling just to organize their data in one place. Add to that the fact that only a quarter have sufficient GPU power, demonstrating the wide gap between ambition and reality.
The takeaway from Cisco’s report is clear and simple. Value follows preparation. In the race to adopt AI, pacesetters have shown that organizations that take the time to build a strong foundation to support their strategy are separated from the pack.
See also: Gemini Enterprise: Google aims to put an AI agent on every desk

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