| 01How people answer | Survey toolsCheckboxes and short text boxes | Meeting note-takersOnly whoever was in the room | AskHumansOpen-ended voice or text, any language, one link |
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| 02Response rates | Survey toolsSingle digits on long forms | Meeting note-takers— | AskHumansPeople talk for minutes, with incentives for their time |
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| 03Where insights live | Survey toolsCSV exports and dashboards | Meeting note-takersPer-meeting summaries in silos | AskHumansOne shared memory across studies, loops, meetings, and presentations |
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| 04Follow-up questions | Survey toolsA new survey, more fatigue | Meeting note-takersWait for the next meeting | AskHumansAI follow-ups in the moment; Navigator asks across everything after |
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| 05Evidence | Survey toolsAggregate charts | Meeting note-takersParaphrased action items | AskHumansAnswers with receipts — the actual quote, source, and timestamp |
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| 06Outputs | Survey toolsA report in a folder | Meeting note-takersA recap email | AskHumansDocuments grounded in what stakeholders actually said |
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