AI economy
Australia’s AI adoption statistic does not measure how much work AI does
Turn a broad technology checkbox into a useful internal measure of regular, productive use.
Zocri · 2 min read · Sources checked
Read what the survey actually measures
The Australian Bureau of Statistics states that its 2024-25 technology question does not measure the intensity or extent of use inside a business. A business reporting AI use therefore need not have transformed a large share of its operations. The checkbox establishes presence, not depth or value.
An owner can make the same measurement mistake internally. A staff survey asking whether anyone uses AI may sound encouraging while concealing that a feature was opened once and abandoned. A purchasing decision needs a clearer picture of which recurring jobs the tool actually helps finish.
Count eligible work first
Define the pool of tasks the feature is meant to handle. For a wholesale business, that could be incoming requests for a standard product specification. Exclude work outside the intended scope, but record those exclusions so the denominator cannot quietly shrink when results look disappointing.
Track how many eligible requests received assistance, how many suggestions were accepted and how many needed substantial correction. Keep those counts separate. High usage with frequent correction can be more expensive than moderate usage on a carefully chosen set of requests the system handles consistently.
Include the awkward week
Choose a trial period containing ordinary variation: a staff absence, a product update or an unusually complicated inquiry. Ask someone other than the enthusiastic first user to operate the process. If only one employee can make it work, that dependence belongs in the decision.
Observe whether the tool remains useful when the reference information changes. Updating a price list or removing a discontinued item should not leave staff guessing which answer is current. The maintenance work may be small, but it should be visible and assigned rather than assumed away.
Turn intensity into a renewal decision
Use a short recurring report: eligible requests, assisted requests, accepted results, corrections and overall handling time. Add customer complaints or missed follow-ups where relevant. This produces a more useful picture than the number of employees who have logged in.
Continue if the tool improves an outcome worth paying for at the observed volume. Narrow the scope if results vary sharply by task. Stop if supervision outweighs the benefit. These are our evaluation rules, not ABS recommendations; the statistical caveat simply explains why an adoption headline cannot make the decision on your behalf.