Cauliflower is the AI-native insights platform that covers the entire market research workflow, from raw data to finished presentation. The problem: Market research teams today work with five or more tools: SPSS for data preparation, Excel for tables, separate tools for text analytics, BI platforms for dashboards, and PowerPoint for presentations. This costs time, creates error sources, and makes insights hard to share. The solution: Cauliflower unites all steps in one platform with AI at its core: Automatic dataset understanding: The AI reads survey datasets (SPSS, CSV) and understands them semantically. It automatically detects question types (single choice, multiple choice, open-ended, scales), identifies matrix batteries, demographic variables, and weightings. For each variable, it generates item short labels, item long labels, and question texts. The dataset is immediately analyzable, without hours of manual configuration. Automatic open-end coding: Our proprietary in-house model automatically creates codeplans for open-ended questions, including sentiment analysis and AI-generated summaries. Codeplans remain editable after analysis, and bring your own codebook is supported. Coding feeds directly into the overall analysis. Intelligent layer: Cauliflower places a flexible knowledge layer over the raw data. This layer can be adjusted by the user without altering the original data. Data integrity is always preserved. Table books & weighting: Full cross-tabulation / table book creation. Create weighting variables based on target distributions, data weighting with automatic base/sample. Comprehensive analysis features: Significance testing, splits, table views, driver analysis (Shapley, Kruskal-Wallis, partial correlation), chart builder for complex visualizations, analysis-specific viz types (NPS, performance comparisons, tracking data), flexible filtering with pre-built filter sets, smart search across the entire dataset. AI assistant: Chat with your data in natural language. The assistant answers questions, builds new charts, and creates dashboards on demand. AI-powered reformulation of titles and comments across all visualizations simultaneously. Collaboration & output: Presentation mode, reading mode, link sharing, multiple commenting features. PPTX export with native charts and your own master template. No vendor lock-in: export results and charts anytime as CSV, Excel, PNG, or PPTX. Enterprise-ready: EU-hosted, fully GDPR-compliant, SSO integration, on-premise deployment available, bring your own LLM credentials. Zero data tracking, no third-party data sharing. Languages: Core European language support, additional languages available on request. Additional feature: Surveybot. AI-powered probing within surveys for deeper qualitative insights. Founded in 2019 in Hamburg, Germany. Trusted by leading enterprises and research agencies.