Richardson Applied AI
Videos

Real AI implementation — no hype, no mystery.

Everything I’ve learned actually building agentic AI inside real companies. Practical enough to act on without hiring anyone — including me.

Why Almost Every Corporate AI Program Fails (MIT, McKinsey & RAND Data)

Why do most AI projects fail? MIT found 95% of organizations piloting generative AI saw zero measurable return. The data from MIT, McKinsey, RAND, Gartner, S&P Global and BCG on how corporate AI programs fail — and what the successful 5% do differently.

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How to Pick Your First AI Project (Most Companies Get This Wrong)

How to choose your first AI project in a manufacturing or operations business: four tests that predict success, three tempting project types to refuse, and why "clean the data first" is a trap.

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What "Agentic AI" Actually Means — And Why It’s Not ChatGPT

Agentic AI explained for business owners and manufacturers — the difference between a chatbot that answers questions and an AI agent that does real work. Why most companies get generic results (a setup problem, not an intelligence problem), and the question every operator should be asking.

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