Surveys, forms, mobile data collection and field logistics. AI helps you design and translate the tools; the collection itself is human and physical, and the data quality is won or lost in the field.
AI drafts questionnaires, skip logic and translation, and helps you spot leading questions. It cannot collect data, and it must not be the place where confidential responses are stored.
List what you must measure before writing a single question.
Avoid leading or double-barrelled wording; keep it short.
Build it in a proper tool with validation and offline support.
Test for ambiguity, then fix it.
Encrypt, restrict access, and agree retention from day one.