resources — free, from the shop floor
Free tools for people who run manufacturing businesses.
Each one is useful on its own, whether you ever work with us or not. Built from real shop-floor problems, and honest about where AI helps and where it doesn't yet.

free kit · The Scatter Map
What if your production head left tomorrow?
Find what only they know, and write it down before you need it. A map, a handover sheet and a rupee figure for your costliest leak.
20 minutes with a pen · then 10 minutes a day for a week
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free guide
25 unexpected ways to use AI to find money in your business
Your business already knows where it loses money. A copy-paste prompt and a rupee check on every page, and five ideas to start with this week.
Start with five · each takes an evening
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