Complete one section for each pair of comparable enquiries, with and without AI. Use anonymous codes: do not enter guest names or personal data. Ten cases provide working space, not a statistical threshold.
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Time comparison No complete time pairs.
The summary uses only cases with both times completed and valid, including zero. A positive difference means less time with AI; negative means more. This comparison does not certify quality, financial return or statistical benefits: also check completeness and outcomes. Incomplete pairs are excluded and flagged.
Record the cases Case 1 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 2 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 3 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 4 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 5 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 6 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 7 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 8 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 9 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Case 10 Anonymous code and enquiry type Language and complexity Usual process time (minutes) AI-assisted time, including review (minutes) Final completeness — usual processTo assess Complete Incomplete Final completeness — with AITo assess Complete Incomplete
Corrections in both workflows and information to verify Final outcome — usual processTo assess Ready after checking Needs reworking Refer to a manager Final outcome — with AITo assess Ready after checking Needs reworking Refer to a manager
Interruptions, trial order and comparison conditions Decision after the trial What worked and what needs correcting? Next action, owner and review date FastReply working template · version 19 October 2026. No example results prefilled. Store the completed file according to your property’s procedures.