INSIGHTS
No hot takes, no hype. Cited, specific writing on where AI pays, and where it doesn't.
How a small accounting practice moved its G1, 1A, 1B, W1 and W2 checks to code, where a local AI earned its place, how a read-only Xero investigator traces each GST difference, and the one verdict we changed.
The six tests a use case has to fail for us to write NO-GO — published so you can check our verdicts against them. With one worked example per test.
The adoption-vs-returns evidence read honestly: the RBA's "piecemeal" finding, Deloitte's 12% vs 25%, what the gap consists of, and the three questions to ask before the next AI line item.