Most data entry is not hard, it is just slow — and most of the slowness is not typing. It is looking away, finding your place again, and doing the whole job twice because you wrote it on paper first.
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Time somebody entering a stocktake and the keystrokes are a small fraction of it. The rest goes on the same loop, over and over: look at the shelf, look at the screen, find the row you were on, type, look back at the shelf, lose your place.
Every one of those switches costs a second or two and a little accuracy. Do it four hundred times and you have spent an hour, and the mistakes are concentrated in exactly the moments where you looked back and picked up the wrong row.
The most expensive habit in data entry is capturing on paper and transcribing later. It is the whole job done twice, and the second pass introduces errors the first pass did not have — because now you are reading someone's handwriting instead of looking at the thing itself.
Whatever the method, capture straight into its final home. If that is impossible where you are standing, that is a good argument for a method that works on a phone rather than an argument for paper.
In rough order of how much time they give back for the effort of adopting them.
Voice is not faster than typing for everything. For an email it is worse. What makes it win here is that counting is a two-handed, eyes-on-the-object job, and typing demands both of those things back.
The details that decide whether it works in practice are unglamorous: the microphone has to stay on rather than stopping after each phrase, you have to be able to move around the sheet by voice as well as enter values, and the command words have to be ones you would naturally say. A system that needs you to remember its vocabulary is one more thing to think about while counting.
Fast entry is only worth anything if you can trust the result, and re-reading four hundred rows defeats the point.
Say the value, then say where to go — next, down, new row — and the sheet follows you. The microphone latches on rather than stopping after each phrase, AI fills and tidies whole columns, and the command words are ones you choose yourself. Typing still works alongside it, and you can invite someone by link to work the same sheet with you. Export to Excel or CSV at the end.