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Evidence record 6884 · automatically gathered

Why AI Readiness Is an Organizational Learning Problem, Not a Technology Purchase

Global corporate AI investment reached $252.3 billion in 2024, yet only 6% of firms report significant earnings impact. This article argues that AI project failure is fundamentally an organizational learning problem rather than a technology deficit. Drawing on a systematic synthesis of 19 large-scale industry and academic sources, including surveys of nearly 10,000 organizational leaders, we identify two categories of failure: organizational (culture, leadership alignment, governance, and human-

Record details

Published: 22 March 2026
Source: arXiv
Category: Research
Topics: Regulation · Safety & alignment · Finance, VC & PE
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Regulation · Shared topic: Safety & alignment

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How to cite this record

ethics.ai (22 March 2026), “Why AI Readiness Is an Organizational Learning Problem, Not a Technology Purchase,” evidence record 6884, https://ethics.ai/record/6884 (originally published by arXiv).

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