A faster task is only useful if the result still works.

A practical test for AI and automation: establish the baseline, check the output and count the rework.

BIMTA editorial · Reviewed 20 October 2026 · Original commentary, not a completed research finding.

A convincing demonstration is a starting point. A useful tool must work with the versions, documents and constraints of the people who use it.

Choose one repeated task and document the current method. Measure the time required and record the quality checks. Then trial the alternative on representative examples.

Include failed attempts, review time and corrections in the comparison. Keep the working baseline available and make it clear what has actually been tested.

The proposed BIMTA technology bench will use this approach to compare methods. Any future published results should identify the conditions and limitations of the test.

Measure time to an accepted result, including review and correction.

Use the pricing checklist →See a worked example →

Have a different experience? Bring a general example to the forum.

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