Articles
Qualitative Insights at Scale: Why Multimodal Research Beats Surveys Alone
Quant surveys are great at telling you what happened. But when the stakes are high, new product, creative work, positioning, pricing, teams need the why. That’s where qualitative research shines, especially when it captures voice and video. You hear hesitation and conviction. You see body language. You catch the little contradictions that never show up in a checkbox.
Historically, the trade‑off was depth versus scale: focus groups and IDIs deliver nuance, but they’re slow, expensive, and hard to analyze. That trade‑off no longer holds. With modern multimodal AI, you can run video‑based qual at scale, without losing the human story that makes qual valuable in the first place.