Author: Keith Baldwin

Ten Hard Lessons Learned from Using AI in 2025

Artificial intelligence moved fast from hype to everyday tool. By 2025, AI was no longer something people were experimenting with — it was something they were using, often daily, in real businesses, real jobs, and real decisions. And with that usage came hard lessons. Not theoretical lessons.Not marketing promises.But lessons learned the hard way through […]

Why AI Integration Is Easier for Companies Already Using Microsoft Technologies Across Their IT Stack?

Many businesses try to hire expensive experts or build new systems from scratch. This is risky. Microsoft-based organizations can use Enterprise AI with Microsoft to launch solutions fast. They use the teams and software they already trust. Think about upgrading a kitchen. If you have the gas lines and wiring installed, adding a new smart […]

Data Quality: The Silent Killer of AI Projects

And Why Enterprises Keep Ignoring the Most Important Part of AI Readiness This article is an independent analysis and commentary on the 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or have any affiliation with AInDotNet or the viewpoints expressed here. Most executives worry about the wrong AI risks. They stress about […]

Workforce Fear Is Slowing AI Adoption — And Leaders Are Running Out of Time to Address It

This article is an independent analysis and commentary on the 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or have any affiliation with AInDotNet or the viewpoints expressed here. McKinsey’s 2025 AI Report reveals a striking paradox:AI capabilities are advancing faster than ever, yet organizational adoption is slowing down — and workforce […]

AI Improves Innovation but NOT EBIT: The Missing ROI Discipline

Disclaimer: This article is an independent analysis and commentary on the 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or have any affiliation with AInDotNet or the viewpoints expressed here. McKinsey: 64% See Innovation Gains — But Only 39% See EBIT Gains Artificial intelligence is generating excitement, demos, prototypes, internal showcases — […]

Why AI Pilots Die (and How to Escape the Pilot Graveyard)

Disclaimer: This article provides independent analysis and commentary on the 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or affiliate with AInDotNet. AI pilots are everywhere right now.Chatbots. Copilots. Agent prototypes. Workflow automations. Executives love them.Teams build them quickly.Vendors use them to promise transformation. And then… nothing happens. The pilot never reaches […]

AI Adoption Is High, But Scaling Is Failing: Why Most Companies Are Stuck — and How to Fix It

Disclaimer: This article is an independent analysis and commentary on the 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or have any affiliation with AInDotNet or the viewpoints expressed here. AI Adoption Is High, But Scaling Is Failing Over the last two years, AI adoption has exploded. Depending on the survey, 80–90% […]

Why I Started AInDotNet — And How the McKinsey 2025 AI Report Highlights the Exact Problems I Set Out to Solve

Disclaimer: This article contains independent analysis and commentary on the publicly available 2025 McKinsey AI Report. McKinsey & Company does not endorse, sponsor, or have any affiliation with AInDotNet or the viewpoints expressed here. Introduction When McKinsey released its 2025 AI report, I read it with a mix of déjà vu and quiet confirmation. Not […]