Toucan Toco vs Hex Technologies
Side-by-side comparison of AI visibility scores, market position, and capabilities
Paris France embedded analytics platform raised €20M+; builds data story applications embedded inside business software for non-technical end users;
About
Toucan Toco is an embedded analytics platform founded in 2014 and headquartered in Paris, France. The company was founded by Charles Miglietti and Matthieu Beucher to help organizations embed data storytelling experiences inside their business applications, client portals, and digital products. Toucan Toco's design philosophy centers on making data understandable to non-technical end users through guided, narrative-style data presentations — "data stories" — rather than raw dashboards that require users to know what to look for and how to interpret metrics.\n\nToucan Toco raised over €20 million in funding from investors including Partech, Bpifrance, and XAnge. Its platform provides a white-label embedded analytics layer that ISVs, SaaS companies, and enterprises can integrate into their own products with full branding and customization. Toucan's no-code story builder allows non-technical teams to create interactive data stories by connecting to data sources, defining charts and KPIs, and adding narrative annotations and context — producing analytics applications that guide users through the data rather than leaving them to explore raw numbers. The platform is optimized for mobile and tablet consumption, recognizing that many business users interact with analytics on mobile devices.\n\nToucan Toco's embedded analytics positioning targets SaaS vendors that want to add analytics value to their product without building a BI engine from scratch, and enterprises that want to deliver data experiences to external customers or field teams who are not data professionals. The company's French roots, GDPR-compliant architecture, and European customer base make it a leading embedded analytics vendor in the European market alongside global competitors like Sigma Computing and Qlik.
San Francisco CA collaborative data workspace; raised $52M+; combines SQL, Python, and AI in a notebook-style environment for data teams and stakeholders.
About
Hex Technologies is a data workspace and collaborative analytics platform founded in 2021 and headquartered in San Francisco, California. The company was founded by Barry McCardel and Caitlin Colgrove to build a modern analytics environment that feels natural to data scientists and analysts but produces outputs that business stakeholders can actually consume. Traditional Python notebooks like Jupyter are powerful for analysis but produce outputs that non-technical users cannot easily explore or interact with. Hex bridges this gap by enabling analysts to write SQL and Python in a notebook-style interface and publish the results as interactive data apps.\n\nHex raised $52 million in funding from investors including Andreessen Horowitz, Redpoint Ventures, and Bain Capital Ventures. Its platform provides a shared, cloud-hosted notebook environment where data teams collaborate on analyses in real time — multiple analysts can work in the same project simultaneously, similar to Google Docs for data work. Projects can be published as interactive data apps with filters, dropdowns, and visualizations that business users can explore without needing to understand the underlying code. This analytics-to-app publishing workflow makes Hex a practical replacement for both ad hoc analysis in notebooks and static dashboard tools.\n\nHex's AI capabilities include Magic, an AI coding assistant that helps analysts write SQL and Python, explain unfamiliar code, generate transformations from natural language descriptions, and debug errors. The platform connects to Snowflake, BigQuery, Redshift, Databricks, DuckDB, and major databases. Its versioning and scheduling capabilities bring production-grade reliability to analysis projects, and its workspace collaboration features make it well-suited for analytics engineering teams at data-driven companies.
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