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Enterprise Adoption

Why AI Pilots Die Between the Demo and the Factory Floor

11 min read

The pilot was shown at the board meeting, everyone applauded, budget was approved for ‘scaling.’ Six months later, the computer vision system that caught 98% of defects during the demo is catching maybe half, quality inspectors have stopped trusting it, and the project has quietly migrated into the ‘deferred initiatives’ column. This is not a rare mishap or the fault of a particular integrator. According to RAND, this is how more than 80% of corporate AI projects end – and almost always for reasons that were visible before the project even started.

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Why AI Pilots Die Between the Demo and the Factory Floor
How to Implement AI in Manufacturing: A Step-by-Step Guide for Plant Leaders
26 min

How to Implement AI in Manufacturing: A Step-by-Step Guide for Plant Leaders

A shift supervisor at a mid-size machining plant spends 40 minutes every morning filling out the shift report. Manually copying equipment readings into a Word template, describing incidents in free text, cross-checking the safety log. This routine has existed since the 1970s and hasn’t changed by a single minute. AI can cut it to ten. The hard part isn’t the technology. The hard part is knowing where to start.

Why Learn AI in a Course When ChatGPT Knows Everything: A Research-Based Analysis
12 min

Why Learn AI in a Course When ChatGPT Knows Everything: A Research-Based Analysis

“Why would I need your course when I can just ask ChatGPT?”

This question shows up in the comments under every post about AI education. The logic is bulletproof: the internet is free, ChatGPT will explain anything, YouTube is overflowing with tutorials. Why pay for a course when all the information is already out there?

It’s a great question. The answer is not the one people expect to hear.

Because between “having access to information” and “knowing how to work with it” – there is a chasm. Access to medical textbooks doesn’t make you a doctor. Owning a kitchen knife doesn’t make you a chef. And the ability to ask ChatGPT a question doesn’t make you an AI specialist. As MIT’s research on choice architecture shows, a specialist’s real strength lies not in having the tool, but in the ability to critically evaluate what the tool suggests.

And this isn’t just a neat metaphor – it’s a research-confirmed fact.

86% of Students Use AI, But Are Getting Worse. One Experiment Changed Everything
16 min

86% of Students Use AI, But Are Getting Worse. One Experiment Changed Everything

Traditional approaches to education are breaking down. AI writes essays and papers in minutes – and that has permanently changed the purpose of creative assignments in schools. Banning neural networks doesn’t work, and isolating students from technology is a dead end. The question is not whether to use AI. The question is how to use it so the technology develops students’ skills rather than replacing their thinking.

82% of Executives Use AI Weekly: How AI Penetrates Industries – Wharton 2025 Report
14 min

82% of Executives Use AI Weekly: How AI Penetrates Industries – Wharton 2025 Report

For the third year running, Wharton School of Business and GBK Collective have been tracking how US companies deploy generative AI. The fresh October 2025 numbers tell a clear story: the technology has moved from experiment to daily practice. In a previous article we looked at the gap between rank-and-file AI use (19% see results) and corporate projects (80% succeed). The new Wharton report shows exactly how companies get to that 80% – and why results differ across industries.