Project Glasswing pushes Cisco to perfect shift left security for customers - CRN Asia

You bought the AI tool. Nobody uses it. And now you're wondering if the whole thing was a mistake. It wasn't a mistake. You just got sold a solution before anyone identified your actual problem. Her

You bought the AI tool. Nobody uses it. And now you're wondering if the whole thing was a mistake.

It wasn't a mistake. You just got sold a solution before anyone identified your actual problem.

Here's what Cisco's latest AI project quietly reveals — and it matters for your business.

The biggest companies in the world are learning that AI fails when it gets bolted onto existing systems as an afterthought. Cisco is rebuilding their security approach so AI is woven into how problems get caught early — before they become expensive. They're calling it "shift left."

In plain language: fix it upstream, not downstream.

For you, this is the lesson. Most AI tools fail because they're placed at the end of a process — summarizing, reporting, cleaning up — instead of the beginning, where decisions actually happen.

One practical shift you can make this week: identify one repetitive decision your team makes daily. Not a big one. Just a small, consistent one. That's your AI starting point. Build there first.

No new hires. No system overhaul. Just one smart starting point that can show measurable results within 30 days.

What's one decision your team repeats every single day that you've never thought to automate?

#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

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