Manual data cleaning is the biggest hidden cost in research. Our in-survey data cleaning does it automatically, scoring every respondent across five quality modules in real time. It catches low-quality and inattentive responses, fatigued and disengaged respondents, and the fraud that slips past the first gate of pre-survey protection. Coherence, behavioral analytics, open-ended substance, question-level timing, and grid patterns, all scored 0-100 so you stop cleaning data by hand.