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Why Most AI Transformation Initiatives Fail... And What the Successful Ones Know That You Don't
AI Transformation and AI implementations fail more often than not. What are the keys to being one of those organizations that succeed, and how finding the right consultant can help increase your chances of success significantly.
Ryan Mull
Mar 1320 min read


Soon to be obsolete AI tool training
In most cases, corporate-driven tool training is pretty foolish at the speed AI is moving. When models are doubling in capacity every 4 months, it's silly to focus too much energy on GenAI tool training.
Ryan Mull
Feb 52 min read


What AI Transformation Really Involves - As of August 2025
What AI Transformation Really Involves AI Trasnformation in 2025 Most companies assume AI transformation is a tech initiative. In reality, it’s a business transformation initiative with AI as the enabler. A successful transformation touches five interconnected areas: Strategy Alignment: AI must directly support how your business creates, delivers, and captures value. McKinsey research shows that companies aligning AI efforts with business priorities are 1.5x more likely to
Ryan Mull
Aug 1, 20253 min read


Most AI Transformation investments are bleeding money.
AI transformation initiatives are bleeding money Most AI Transformation investments are bleeding money ..here’s why: Academic research reveals a significant problem: Only 2% of companies are prepared for AI implementation. The culprit? It’s not your tech stack... it’s the human skills you’re not building, because you went tech-first versus a comprehensive people-first AI Transformation plan. The data is brutal: → Companies expect 40% productivity gains → Employee adoption pla
Ryan Mull
Aug 1, 20251 min read


𝗔 𝘁𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝘆-𝗳𝗶𝗿𝘀𝘁 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵 𝘁𝗼 𝗔𝗜 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗶𝘀 𝗱𝗼𝗼𝗺𝗲𝗱 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝘀𝘁𝗮𝗿𝘁.
It’s like meticulously building a stunning sandcastle, foolishly too close to the waterline, right before the tide returns. You may admire the detail and effort... but the sea doesn’t care. The waves will flatten it in minutes. Technology led AI Transformation is doomed to collapse like a sand castle on the water line of a beach at high tide That’s exactly what happens when organizations ignore the people side of change. 𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝘃𝗲𝘀 𝗼𝗳𝘁𝗲𝗻 𝘄𝗮𝗻𝘁 𝘁𝗼 𝗺𝗼𝘃𝗲
Ryan Mull
Aug 1, 20251 min read
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