Here's what we learned about AI projects from enterprise buyers so far

You bought the AI tool. Nobody used it. $200/month quietly bleeding out while the hype kept getting louder. You're not alone — and you're not tech-stupid. The tools were just sold backwards. Here's

You bought the AI tool. Nobody used it. $200/month quietly bleeding out while the hype kept getting louder.

You're not alone — and you're not tech-stupid. The tools were just sold backwards.

Here's what enterprise buyers are finally confirming after real AI project experience: the tools that actually stick aren't the flashiest ones. They're the ones built around your existing data, your existing workflows, and the specific context of how your business actually operates.

That word — context — is everything right now. An AI tool that doesn't understand your business context is just expensive autocomplete. The failures aren't about AI. They're about vendors selling solutions before understanding the problem.

This changes your buying decision completely. Stop asking "what's the best AI tool?" Start asking "which tool already connects to the data my team works with every day?" That one shift filters out 80% of the noise — and points you toward your first real win.

Pick one repetitive task your team does manually. Find the tool that plugs into what you already use. Measure the time saved in 30 days. That's it. No ripping anything apart.

What's the biggest reason your last AI tool didn't stick — the tool itself, or how it was implemented?

#AIStrategy #BusinessGrowth #SmallBusiness #AIImplementation

Original Source

The AI foundation is driven by data, integration and context. The first half of 2026 was all about context from vendors to the point where the word is ...