The Underlying Intent launches to push AI leaders beyond hype

The Underlying Intent launched July 21, 2026, in Marlborough, Massachusetts, with a platform aimed at helping organizations measure whether AI is delivering real business impact. The operator-led effort centers on the “Intent Gap,” the space between AI ambition and actual outcomes, and will add roundtables, working sessions and public education.

Why it matters: - The Underlying Intent is targeting a common AI problem: organizations can adopt AI without proving that the technology is creating business value. - The platform is designed to help leaders spot where AI fits, where it fails and where scaling could lock in the wrong solution. - The company frames that mismatch as the “Intent Gap,” a gap between what organizations expect from AI and what they actually get.

What happened: - The Underlying Intent launched July 21, 2026, as an operator-led platform based in Marlborough, Massachusetts. - Founder Ram Konduru said the platform is meant to bring operational reality into the AI conversation. - Konduru said the market focuses too much on AI’s potential and not enough on what AI can reliably deliver inside real organizations. - The platform is now booking working sessions and speaking engagements. - Founding partnerships for its Executive Roundtables are open ahead of a September 2026 launch. - The company’s LinkedIn page is available at The Underlying Intent on LinkedIn.

The details: - TUI helps leaders move from AI activity, experimentation and adoption headlines to a business-impact question: whether AI is producing the intended result. - The Intent Gap appears when organizations deploy AI, automate a process or launch a pilot without defining the business intent, operating conditions, limitations and measurable outcome. - Konduru said he built TUI after his own failed attempts with the technology. - Konduru said many leaders are dealing with the same uncertainty and he wants to talk about it openly. - TUI’s first pillar works with senior leaders navigating AI change inside their organizations. - That work is aimed at helping leaders turn AI into business impact and identify a widening gap before scaling causes more damage. - TUI’s second pillar is public education for a broader audience on what AI can and cannot do. - The goal is to help people distinguish use cases where AI belongs from use cases where it does not. - The platform will use working sessions that focus on a real problem a leader is trying to solve. - Those sessions are designed to leave teams with something they can put into practice immediately. - Executive Roundtables will launch in September 2026. - The roundtables will follow Chatham House rules to keep discussions candid. - A podcast and guest sessions will apply the same framework to public examples. - Konduru describes his role as an AI Impact Translator, working between business leaders and the systems expected to deliver results. - Konduru said TUI is meant to be built alongside other operators rather than delivered to them.

Between the lines: - The launch reflects growing frustration with AI messaging that emphasizes adoption rates and pilots more than measurable outcomes. - TUI is betting that leaders want a practical framework for deciding not just where to use AI, but where not to use it. - The platform’s focus on operational constraints suggests the next phase of AI adoption may be less about experimentation and more about disciplined use.

What's next: - TUI will continue taking working sessions and speaking bookings. - The Executive Roundtables are scheduled to begin in September 2026. - The podcast and guest-session programming will extend the platform’s public education effort. - The company says founding partnerships are still open before the roundtables launch.

The bottom line: - TUI is trying to shift the AI conversation from promise to proof, with a framework built around real-world constraints and business outcomes.