Leadership Execution Institute tracks why AI pilots fail to reach the P&L

The Leadership Execution Institute released a new research report on July 9, 2026, arguing that many companies can deploy AI faster than they can turn it into profit-and-loss results. The report says the bottleneck is organizational decision speed, manager capacity, and frontline reinforcement, not technology adoption alone.

Why it matters: - AI spending is moving faster than the ability of many organizations to convert pilots into measurable business results. - The Leadership Execution Institute says the gap shows up in decision-making, manager capacity, and workforce strain before finance teams can tie costs to outcomes. - The report argues that companies need an operating-system update for execution, not just more AI capability.

What happened: - The Leadership Execution Institute published the flagship report in its Momentum Metric research series on July 9, 2026. - The report is titled The Momentum Metric: Selecting and Executing for Volatility in the AI Era. - The full report is available here. - The institute says the report examines why organizations deploy AI faster than they convert deployment into P&L outcomes. - Jim Rembach, executive director of the Leadership Execution Institute, said most organizations measure deployment velocity when the constraint is decision velocity.

The details: - The report defines the Decision Agility Gap as the distance between how fast capability arrives and how fast an organization turns it into decisions that change outcomes. - The report says legacy execution systems acquire capability without designing for human capacity at every leadership tier. - BCG's October 2024 research found 4% of companies at the forefront of AI value creation, while another 22% were actively scaling. - MIT's Project NANDA found 95% of enterprise generative AI pilots delivered no measured profit-and-loss impact. - The report frames that result as a financial outcome, not a technical pilot failure. - The report says capability can be purchased in one budget cycle, but the capacity to absorb, decide, reinforce, and sustain it cannot. - WHO/ILO estimates cited in the report say depression and anxiety cost employers roughly 12 billion working days and about $1 trillion a year worldwide. - Global employee engagement fell from 23% to 20% between 2022 and 2025. - A 2025 computational model prices burnout and disengagement at $5.04 million a year for a typical 1,000-person organization. - The report describes the Kinetic Chain of Execution as the path from senior leadership intent to mid-level translation and frontline action. - Gallup data cited in the report show manager engagement fell from 30% to 22% in two years. - The report says middle managers report burnout at 45%, the highest rate Gallup tracks. - Brinkerhoff research cited in the report says roughly 12% to 15% of participants sustain new behavior on the job without structured reinforcement in the flow of work. - The report says its exhibits cover the Kinetic Chain of Execution, the Cortisol Trap versus an Environment of Readiness, and the Decision Agility Gap. - The report lists DOI 10.5281/zenodo.17425566, DOI 10.5281/zenodo.19897431, and ORCID 0009-0004-6525-5634 as part of its research foundation. - The Leadership Execution Institute included a phone number, +1 336-202-1032, and social links to its LinkedIn and YouTube pages.

Between the lines: - The report's core argument is that AI adoption often fails at the organizational layer, not the model or software layer. - The emphasis on manager burnout and low engagement suggests the institute sees leadership capacity as a major constraint on AI returns. - The framing also implies that many companies may be underestimating the cost of change management relative to the cost of the technology itself.

What's next: - The Leadership Execution Institute says the report is the first in the Momentum Metric series. - The institute appears to be positioning the framework as a tool for measuring execution readiness alongside AI deployment. - Readers can review the full report here.