Start & improve · Original guide
Choose one workflow before adding another AI tool
A practical scorecard for new and established Australian businesses deciding where to begin.
Published · 15 November 2026 · Synthetic examples, not measured app results
Start with a recurring problem
Write down one task that repeatedly gets delayed, copied between systems or returned for correction. Name the person who does it and the output the next person needs. ‘Improve administration’ is too broad; ‘check that each quote request includes quantity and drawing revision’ is specific enough to examine.
Use a fictional example or a blank form when exploring a new tool. Do not upload customer messages, prices or staff records just to find out whether the idea is useful.
Score the process, not the sales pitch
For each candidate, record frequency, current handling time, rework, consequence of an error and ease of checking the result. Use the worksheet below. A frequent task with clear inputs and a readily checked output is a sensible pilot candidate. A task involving irreversible commitments needs stronger review and may be a poor first experiment.
A fictional workshop might compare preparing a draft quote checklist with automatically sending quotes. The draft checklist has a simpler review boundary: a person can compare it with the request before anything reaches a customer. This is an illustrative design choice, not a claim about measured savings.
Run a small comparison
Choose a fixed set of synthetic cases, including missing information and awkward exceptions. Record the manual result first, then the tool-assisted result. Count correct outputs and corrections as well as time. Include time spent preparing inputs and checking the output; otherwise the comparison hides work.
Decide the pass condition before the trial. For example: all required fields identified, no invented values, and the operator can correct an omission before sending. Stop when the tool cannot make uncertainty visible.
Keep, change or stop
Keep the pilot only if its observed benefit justifies setup, subscription and review effort. A failed pilot can still identify a better checklist or a simpler handover. You do not need a new app for every problem.
Next action: download the workflow worksheet and fill one candidate row. Keep it on your own device; this preview does not collect your answers.