People-first perspectives
Ideas, research, and practical perspectives on people-first AI transformation.
15 articles
Gallup just released survey data that should be sitting in front of every senior leader making AI decisions right now. Half of employed American adults now report using AI in their role at least a few times a year. That is not a rounding error or an early-adopter signal anymore. That is a mainstream workforce behavior.
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April 22 2026, Google just dropped some major Workspace and Gemini announcements at Cloud Next '26
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AI wired into a broken process doesn't fix the process. It executes the dysfunction faster. Garbage in, garbage out has always been true. AI just removes the lag time between the garbage and the consequence.
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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.
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88% of companies are experimenting with AI. 81% see zero bottom-line results. McKinsey's State of Organizations 2026 explains exactly why โ and what to do about it.
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Buying AI tools is not a strategy. It takes significant operational discipline.
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Everyone's screaming "AI urgency" - and they're not wrong. But I'm watching many sprint in the wrong direction. Speed matters. But direction matters more. Moving fast in the wrong direction doesn't make you agile. It will make you exhausted, broke, and further behind.
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Most organizations are simply playing and making AI pilots without any real thought or plan for an ROI. That's where the AI Pilot graveyard comes into view.
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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.
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Here is the current ChatGPT Agent prompting guide, from a ChatGPT agent chat. ( Plus + Downloadable PDF at the end of post) Work collaboratively with your ChatGPT Agent with the best prompting approach Follow these steps to get the best results from working with your ChatGPT Agent. (Downloadable PDF of this at the end) 1. Task Framing โ High Clarity Prompt Template: "You are acting as a fully autonomous agent with the ability to browse, click, type, and execute code or file-based operations....
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AI Trasnformation experts know how to lead for success during the uncertainy of change Artificial Intelligence (AI) is not just another technology wave. It is a generational disruption that is reshaping how businesses operate, compete, and grow. From generative AI to intelligent automation, the tools now available to organizations are powerful enough to revolutionize entire industries. But here is the reality check: Over 80% of AI initiatives fail. Not because the algorithms do not work. Not...
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What AI Transformation Really Involves AI Trasnformation in 2025 Most companies assume AI transformation is a tech initiative. In reality, itโs 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 realize ROI. Data...
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AI transformation initiatives are bleeding money Most AI Transformation investments are bleeding money ..hereโs why: Academic research reveals a significant problem: Only 2% of companies are prepared for AI implementation. The culprit? Itโs not your tech stack... itโs the human skills youโre not building, because you went tech-first versus a comprehensive people-first AI Transformation plan. The data is brutal: โ Companies expect 40% productivity gains โ Employee adoption plateaus at 30% โ...
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Itโs 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 doesnโt 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 Thatโs exactly what happens when organizations ignore the people side of change. ๐๐ ๐ฒ๐ฐ๐๐๐ถ๐๐ฒ๐ ๐ผ๐ณ๐๐ฒ๐ป ๐๐ฎ๐ป๐ ๐๐ผ ๐บ๐ผ๐๐ฒ ๐ณ๐ฎ๐๐ ๐๐ถ๐๐ต...
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Summary: Agentic AI: The Future of Autonomous Business Operations Why AI Agents & This Article Matters AI agents are transforming how businesses operate by handling complex workflows autonomouslyโwithout constant human oversight. Unlike traditional AI that requires programming for each task, these systems adapt, learn, and make decisions independently. The big picture Organizations using comprehensive implementation strategies achieve 95% success rates, while those taking ad-hoc approaches...
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