ModulesQA
MODULE 04
How to review AI mapping
Review the AI assessment before using the results.
AI mapping review
5 ITEMSSteel — rebar 500N
Mapped · Steel
OK
Concrete C40
Mapped · Cement
OK
Aluminium frames
Low confidence · Metals
Review
Mortar bedding
Low confidence · Cement
Review
Sealants
Unmapped · Polymers
Edit
Steps
6 steps- 1Open project detailsGo to the project you want to review.
- 2Inspect original line itemsRead the source description as it appeared in the BOQ.
- 3Review material mappingCheck the material category Nulla assigned to each item.
- 4Verify quantity & unitsConfirm the quantity and unit conversion are correct.
- 5Examine assumptionsLook at any defaults Nulla applied to fill missing data.
- 6Edit and rerunCorrect any incorrect items and rerun them to update results.
Notes & tips
What to focus on first
Review the items that matter most: high-carbon materials, high-quantity items, low-confidence items, items with unclear units, and excluded items.
Quick check
Make sure major materials are mapped correctly before moving to scenarios or export.
Common issue: The AI selected the wrong material
Edit the classification, then rerun the affected item.
Common issue: The result looks too high or too low
Check the unit, quantity, conversion logic and emission factor.