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Receipt Bank is unaffected by the change, as it has its own UI. and more so they may have the wrong or expired ABN on there invoices too.If there’s enough interest, we could open up the suggestion APIs to developers so they could surface them in their add-ons. First, transcription (automatic data entry) – we probably wouldn’t build this ourselves as OCR is pretty well solved. Second, coding – the system we’ve build for Invoices won’t work directly with Bills (the coding behaviours are too different), but the payables side is next in the team’s sights. This would be pretty straightforward, but actually there’s a whole family of related functionality that work would open up. For instance It is my understanding that as a certified bookkeeper/BAS agent I need to ‘sight’ source documents otherwise I could be liable for claiming gst etc when I should not (as one example)… EG: plumber hires a subby who thinks he is registered for GSt and puts that on his invoice, but when checked via ABN lookup he is not… Then there is the Importing customs Invoices and the GST quagmire there…. but you get the picture as to my confusion and question I hope…??? The technology is about learning coding behaviour if you correct the coding these actions will be absorbed into ML.We’re finally ready for them to start helping you out.Thanks Luke It’s a brave new world, love the theory but interested in how it works in practice, given a 10% error rate.but before we get too fancy, we’re keen to see how a more basic approach works out (relatively speaking!) For an unusual transaction right now, the suggested code would probably be wrong and you’d need to correct it. The work certainly doesn’t stop here, this is just the first step.

This approach was 15-20% more accurate than the best ‘rule of thumb’ models we came up with.

In turn does the AI learn from a financial advisor recoding? Will AI struggle with unusual transactions, one offs etc, what happens with these? That 10% figure doesn’t necessarily represent errors – just times when what the customer chose was different to what the model predicted. One reason we’re being cautious with the rollout is that by actually showing suggestions we will affect customer behaviour.

We’re watching very closely the rate that customers actively disagree with suggestions by choosing something else, and the rate of later recodes of suggested accounts.

If it learns from correct accounts, the suggestions will be correct.

We have some really, interesting options for unusual or one-off transactions…

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