New offering assists executives in converting AI aspirations into tangible results while fostering a wider comprehension of AI’s successes, shortcomings, and proper applications.
The more challenging and worthwhile discussion revolves around what AI can realistically achieve in a specific corporate setting, what it cannot reliably execute, and whether it truly addresses the problem an organization set out to solve.”— Ram Konduru, founder of The Underlying Intent.MARLBOROUGH, MA, UNITED STATES, July 21, 2026 /EINPresswire.com/ — The Underlying Intent (TUI) has officially launched today as an operator-driven initiative designed to fill a significant void in the AI dialogue: while the industry largely concentrates on AI’s promises, considerably less focus is directed at what it can dependably accomplish within actual companies. TUI aims to inject that on-the-ground reality into the discussion.
The initiative enables executives to look past headlines about AI experiments, adoption, and activity in order to pose a more essential question: Is AI generating the business outcomes the company originally intended?
"Nearly every discussion starts with AI’s promise. I believe the market has responded as it has because people lack a fundamental grasp of what the technology actually is," stated Ram Konduru, founder of The Underlying Intent.
TUI refers to the distance between ambition and realized results as the Intent Gap. This gap emerges when companies begin with a technology’s potential but neglect to clearly define their business intent, operational parameters, constraints, and the measurable results they seek. Teams might successfully implement AI, automate a task, or run a pilot while still falling short of generating meaningful business value. TUI is designed to assist leaders in spotting that gap before they expand a flawed solution.
The initiative stems from Konduru’s personal setbacks with the technology. "I made mistakes with this, and it was costly," Konduru remarked. "After looking around, I noticed many leaders face the same situation. I’m starting TUI to discuss that openly, collaborate, and work through the uncertainty together."
From TUI’s perspective, knowing where AI breaks down is what makes it valuable, because its limitations reveal which problems it should be aimed at.
"People assume a model searches for something and returns the result," said Konduru. "It doesn’t fetch an answer. It predicts what an answer would look like. Once an executive truly understands that, they stop being caught off guard by confident errors and start designing systems to account for them."
TUI operates on two pillars. The first involves working with senior executives who are managing AI-driven changes within their organizations, guiding them to translate it into business impact and recognize when a gap is forming so they can correct course in time. The second is public-facing: educating a wider audience on what AI can and cannot accomplish, enabling people to distinguish appropriate use cases from those that are not.
That work takes three formats. Working sessions tackle a real challenge a leader is facing and leave the team with actionable steps they can apply immediately. Executive Roundtables, set to launch in September 2026, gather peers under Chatham House rules to ensure candid conversations. A podcast and guest sessions examine public examples through the same lens, leaving the question of intent open for the audience rather than providing a definitive answer.
Konduru continues to run multiple businesses and platforms as a CEO, describing his role as an AI Impact Translator, bridging the gap between those setting strategy and the systems intended to deliver on it. He notes that this perspective comes from doing the work in the present, not from observing it, and that TUI is meant to be developed alongside other operators rather than handed to them.
The Underlying Intent is currently scheduling working sessions and speaking engagements, with founding partnership opportunities for its Executive Roundtables available ahead of the September launch.
About The Underlying Intent
The Underlying Intent (TUI) is an operator-led platform founded by Ram Konduru that aims to introduce practical reality to the AI conversation. It applies its Intent Gap framework to the disparity between what organizations hope to achieve with AI and what they actually accomplish.
Discover more at The Underlying Intent Official Website.
Ram Konduru
The Underlying Intent
+1 309-518-4694
ram@theunderlyingintent.com
Visit us on social media:
LinkedIn
