Cauliflower
Cauliflower is an Insights Operating System that turns research data into dashboards, AI-supported explanations and reports.
What Cauliflower is
Cauliflower is an Insights Operating System that turns research data into dashboards, AI-supported explanations and reports. It is built for insight and research teams working with complex studies, open answers, tracking waves and stakeholder reports. Data can come from SPSS, Excel and CSV uploads, APIs, verbatims and reviews. The platform organizes study questions, waves, weights, bases, significance, metrics, segments and open answers into a shared research model. Analysis tools include dashboards, benchmarks, tracking, text and sentiment analysis, driver analysis, weighting and significance tests. Its Insights Agent answers from that model and dashboards, linking responses to source charts, bases and filters. Dashboards can be shared through protected links, and users can export editable PowerPoint files. The maker says data is hosted in Frankfurt and Dublin, encrypted in transit and at rest, and that research data is not used to train foundation models.
Good
- Accepts SPSS, Excel, CSV, API and text inputs
- Combines tracking, sentiment and driver analysis
- Agent responses link to charts, bases and filters
- Exports editable PowerPoint files
Watch out
- Plans cap annual data points
- Agent budgets are token-based and may exhaust early
- Enterprise options such as SSO and on-premise deployment are not universal
Who it suits
It suits insight and research teams handling complex studies, repeated tracking waves and stakeholder reporting. Teams should compare the plan-specific data and agent limits with their expected usage.
Verdict
Cauliflower brings research inputs, analysis and reporting into a shared model with linked AI explanations. Its tiered usage limits and paid plans make plan fit an important consideration.
Plans and prices
From Cauliflower's own pricing page, checked 3 Oct 2026.
| Plan | Price | What it gives you |
|---|---|---|
| Duo | €79 a month | up to 2 editors · unlimited viewers · 5M data points per year · up to 100 agent requests per month, token-based · 1 PPTX master · €79 / month; €948 per year in advance with annual billing |
| Team | €239 a month | up to 5 editors · unlimited viewers · 20M data points per year · up to 500 agent requests per month, token-based · unlimited PPTX masters · €239 / month; €2,868 per year in advance with annual billing |
| Business | €599 a month | up to 10 editors · unlimited viewers · 60M data points per year · up to 1,500 agent requests per month, token-based · priority support · €599 / month; €7,188 per year in advance with annual billing |
| Agency | €1,990 a month | unlimited editors and viewers · from 100M data points per year · up to 5,000 agent requests per month, token-based · SSO optional · private tenant and on-premise on request · agreed support · from €1,990 / month; from €23,880 per year in advance |
| Company Enterprise | €3,990 a month | unlimited editors and viewers · from 100M data points per year · up to 10,000 agent requests per month, token-based · SSO · private tenant and on-premise on request · dedicated support and agreed SLA · from €3,990 / month; from €47,880 per year in advance |
The facts
Each one read from Cauliflower's own pages, with the date it was checked.
What it does
- AI
- The Insights Agent answers from the research model and dashboards, and responses are linked to source charts, bases and filters.checked 3 Oct 2026
- AI data handling
- The maker says external AI inference uses Microsoft Azure OpenAI Service in Sweden Central, that research data is not used to train foundation models, and that processing remains in the EU data zone.checked 3 Oct 2026
- Analysis
- Features include dashboards, tracking and benchmarks, text analysis, sentiment detection, driver analysis, weighting and significance tests.checked 3 Oct 2026
- Audience
- The product is built for insight and research teams working with complex studies, open answers, tracking waves and stakeholder reports.checked 3 Oct 2026
- Data inputs
- The platform supports SPSS, Excel and CSV uploads, API connections, verbatims and reviews.checked 3 Oct 2026
- Enterprise options
- SSO, a private tenant and on-premise deployment are available as enterprise options; the pricing page lists SSO as optional for Agency and included in Company Enterprise.checked 3 Oct 2026
- Integrations
- The maker names SPSS, Excel, CSV and APIs as data sources, and says custom connectors can link Cauliflower to data stacks and internal tools.checked 3 Oct 2026
- Product
- Cauliflower describes itself as an Insights Operating System that turns complex research data into dashboards, AI-supported explanations and reporting.checked 3 Oct 2026
- Reporting
- Users can share dashboards through protected links or export native, editable PowerPoint files.checked 3 Oct 2026
- Research model
- It maps study questions, waves, weights, base sizes, significance, metrics, segments and open answers into a shared model used across outputs.checked 3 Oct 2026
- Security
- The maker says the platform is hosted in EU data centres in Frankfurt and Dublin, encrypts data at rest and in transit, and offers a data processing agreement.checked 3 Oct 2026
- Support
- Support ranges from documentation and email for Duo to dedicated support and an agreed SLA for Company Enterprise.checked 3 Oct 2026
- Usage limits
- Plans cap data points per contract year and have shared, token-based monthly agent budgets; the maker says agent request counts are estimates and usage can exhaust the budget earlier.checked 3 Oct 2026
The company
- Company
- The maker's legal notice identifies the company as Cauliflower GmbH & Co. KG, located in Hamburg, Germany.checked 3 Oct 2026
- Headquarters
- Hamburg, Germanychecked 28 Sep 2026
