Why agentic architecture is still so puzzling
Why agentic architecture is still so puzzling
https://www.cio.com/article/4185912/why-agentic-architecture-is-still-so-puzzling.html
Publish Date: 2026-06-18 06:05:00
Source Domain: www.cio.com
“If you listened carefully, one was describing predictive AI, one generative AI, and one an agentic workflow that was really just a sophisticated chatbot,” she says. “We were using the same word for fundamentally different things. When the ROI didn’t materialize, organizations didn’t know what had actually failed.”
Agent deployment struggles, meanwhile, have been less about capability and more about where organizations focus their energy, Ahuja says. Many IT leaders focus on the agent, including the use case, the prompt, and the model, but it’s just as important to ask whether the organization’s architecture actually supports its agentic goals, she adds.
“Can agents access real-time, governed data across your entire business?” she says. “Can they act across systems with minimal human input to reconcile inconsistencies? In most enterprises, the honest answer is not yet, and no amount of prompt tuning fixes that.”
