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Spot patterns in production problems

Feed in your defect, downtime or returns log and AI finds recurring causes, times and machines involved. Fix root causes instead of firefighting.

AI chat Some setup
Time saved
3-5 hrs/month
Tools you could use
Claude, ChatGPT, Microsoft Copilot in Excel
Good for
Operations & admin
Industries
Manufacturing & engineering

Try it now

Use ChatGPT, Claude or Copilot today — just paste a prompt.

Here is our defect and downtime log for the last three months: [paste CSV]. Find the most common causes, any patterns by shift, machine, product or supplier, and the top three issues to tackle first with suggested next checks.

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Want this working in your business?

I can set it up around the tools you already use — or help you pick the right first project. Short call, no jargon, no obligation.