Ubuntu is going to integrate “AI”, but Canonical remains vague about the how and why

Even the companies building AI tools can't clearly explain what they're doing with AI or why. That should tell you something. If you bought an AI tool your team never opened, you're not alone and yo

Even the companies building AI tools can't clearly explain what they're doing with AI or why.

That should tell you something.

If you bought an AI tool your team never opened, you're not alone and you're not foolish. The vendors themselves are figuring this out as they go. Ubuntu just announced AI integration and their own engineers couldn't explain the use case. That's the industry, not your failure.

Here's the insight worth keeping: vague AI strategy produces unused AI tools. Every time. Whether it's a $20M tech company or your $200/month SaaS subscription, the pattern is identical. No clear problem defined upfront means no adoption on the back end.

The companies winning with AI right now didn't buy a tool and hope. They identified one specific, painful, repetitive task first. Then they found the tool that solves exactly that. One problem, one tool, measurable result within weeks.

Start there. Write down the single most time-consuming task your team repeats every week. That's your AI starting point. Nothing else.


What's the one task in your business you wish you could stop doing manually — and have you tried any AI tool to fix it yet?


#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

Original Source

Ubuntu is not becoming an AI product, but it can become stronger with thoughtful AI integration. ↫ Jon Seager at Ubuntu Discourse. The problem ...