Oskar Collective Intelligence is a consumer research platform that replaces static questionnaires with natural, AI-led conversations. Respondents talk, brands get structured, analysable insight at the back end — qualitative depth at quantitative scale.
We built the platform end to end: a Next.js application running on Vercel, Supabase as the operational and data layer, and a multi-model AI stack (Anthropic Claude for conversational flow, OpenAI for embeddings and semantic clustering) to handle interview logic, follow-up probing, and downstream analysis. The architecture is GDPR-first by design, with EU data residency, signed DPAs across every processor, and EU AI Act Article 50 disclosures baked into the respondent experience.
Live in market with FMCG clients running new-product studies — early respondent feedback consistently flags the experience as more engaging than traditional survey panels, and brand-side users get structured findings within hours of fieldwork closing.
