Multiple AI tools going down at once: what it means for your workflow

When the AI tools your business depends on all go dark at the same time, it stops being a tech problem and starts being your problem.

Earlier this week, OpenAI, Anthropic's Claude, and Grok (the AI tool built into X, formerly Twitter) all experienced outages simultaneously. For anyone who'd written these tools into their daily workflow, quoting customers, drafting emails, managing social content, the timing was not amusing. The tech community noticed immediately, and the question being asked loudly was: why did three competing services go down at the same time?

When Your Shortcut Disappears

Nobody knows the exact cause yet, and the companies involved haven't offered a shared explanation. That's actually the point worth paying attention to. These services run on a small number of underlying infrastructure providers. Much of the internet, including many AI tools, sits on top of the same handful of cloud platforms. When one of those shared foundations wobbles, everything built on top of it can wobble too.

This isn't scaremongering. It's just how the current tech landscape is built, and it has a real implication for your business: if you've replaced a human process with an AI tool, and that tool goes down, what happens to that process?

The Hidden Risk of Leaning Too Hard on One Thing

The honest answer for most small businesses is: nothing good. We've spoken to shop owners who use AI to write product descriptions, clinic managers who use it to draft patient communications, tradespeople who've set up automated quote-follow-up sequences. None of them had a backup plan for the tool going offline.

This week was a reminder that AI services, however impressive, are still internet services. They go down. Sometimes for minutes, sometimes for hours. And because so many of them share the same underlying infrastructure, the failures tend to cluster rather than spread out politely.

The businesses that handle this best aren't the ones using the most AI tools. They're the ones who've been thoughtful about which tasks absolutely require a live AI connection and which ones can be handled with a template, a checklist, or a human being for an hour.

What This Means If You Run a Business

The practical takeaway is simple. Any task that's genuinely time-sensitive, sending a quote while a customer is still warm, responding to a complaint before it escalates, confirming a booking, needs a manual fallback. It doesn't have to be elaborate. A basic email template saved in your drafts folder is enough.

The second takeaway is about spreading your tools around sensibly. If you use one AI tool for everything, you've created a single point of failure. Using two different tools for different jobs means a bad afternoon for one company doesn't take down your entire workflow.

None of this means AI tools aren't worth using. They clearly are. But treating them the way you'd treat a member of staff who is occasionally off sick, rather than like electricity that's always on, is the more realistic approach right now.

What To Do About It

1. 1.List your AI-dependent tasks. Spend ten minutes writing down every regular business task that now relies on an AI tool. You probably have more than you realise.

1. 1.Create a paper backup for the top three. For your most time-sensitive tasks, write a basic manual version: a template, a checklist, or a short script you could hand to anyone. Keep it somewhere obvious.

1. 1.Try a second tool this week. If you currently rely entirely on ChatGPT, spend an hour with Claude or vice versa. Familiarity with a backup option costs you nothing and could save you on a bad day.

1. 1.Check the status pages. Bookmark status.openai.com and the equivalent for whichever tools you use. When something feels broken, check there first before assuming the problem is on your end. It saves a frustrating half hour of troubleshooting.