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.
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.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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