1. [Home](https://www.g2.com/) 2. ... 3. [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence) 4. [Toucan Discussions](https://www.g2.com/products/toucan/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d8ca9c03c16be624e20dd865719c7b46/toucan.jpg "Product Avatar Image") ](/products/toucan/reviews) [ Toucan ](/products/toucan/reviews) (182)4.7/5 Toucan is an AI-embedded analytics platform designed to assist independent software vendors (ISVs) and SaaS companies in integrating advanced analytics features directly into their products, eliminating the need for building these capabilities from the ground up. This platform is tailored specifically for customer-facing applications, meaning that the end users are the clients of these companies rather than internal analysts. By enabling product and operations teams to configure and deploy analytics features independently, Toucan streamlines the development process and reduces reliance on data engineering resources. The target audience for Toucan primarily includes ISVs and SaaS companies across various industries, such as fintech, HR tech, and marketing technology. These organizations often seek to enhance their product offerings with sophisticated analytics capabilities that provide value to their users. With Toucan, product teams can quickly implement features that allow end users to interact with data in meaningful ways. This is particularly beneficial for companies looking to differentiate themselves in competitive markets by offering robust analytics without the lengthy development cycles typically associated with such features. Toucan's key capabilities include conversational AI analytics, which empowers end users to pose questions in natural language and receive instant data visualizations. This feature is anchored in a governed semantic layer, ensuring that the insights provided are consistent and reliable. Additionally, the platform offers automatic dashboard generation through AI, allowing users to customize layouts, colors, and metrics without requiring technical expertise. The white-label, multi-tenant embedding options ensure that analytics seamlessly integrate into existing products, creating a native experience for users. Security and compliance are paramount in today's data-driven landscape, and Toucan addresses these concerns with row-level security and granular permissions. This ensures that each end user only accesses their specific data, making it suitable for regulated industries where data privacy is critical. Furthermore, Toucan supports connections to modern data infrastructures, such as PostgreSQL, MySQL, and AWS Redshift, and offers both SaaS and self-hosted deployment options to meet various organizational needs. The platform's no-code builder is a standout feature, enabling product and operations teams to create, edit, and publish dashboards without any coding knowledge. This capability significantly reduces dashboard development time—by up to two-thirds compared to traditional in-house builds—allowing ISVs to launch reporting modules in days instead of months. By embedding analytics as a premium feature, organizations can also create new revenue streams, enhancing their overall product value while minimizing additional development overhead. With over 350 clients already leveraging its capabilities, Toucan is positioned as a powerful solution for companies looking to enhance their analytics offerings. Show More * * * ### 82.0 Nps Score Already have Toucan? ### All Toucan Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Pinned by G2 as a common question](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Pinned by G2 as a common question") G2 Pinned by G2 as a common question • over 2 years ago More Options - [ # What is Toucan used for? ](/discussions/what-is-toucan-used-for) What is Toucan used for? [ Analytics Platforms ](https://www.g2.com/tags/analytics-platforms)[ Embedded Business Intelligence Software ](https://www.g2.com/tags/embedded-business-intelligence-software) * * * \<0\>0\>Upvotes 0 * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.&title=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![George C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "George C.") GC Loading... [George C.](https://www.g2.com/users/22afedd6-978e-44b2-a809-710380eba168 "George C.") • almost 6 years ago More Options - [ # How many data sources can Toucan connect to? ](/discussions/28047-how-many-data-sources-can-toucan-connect-to) How many data sources can Toucan connect to? [ BusinessIntelligence ](https://www.g2.com/tags/businessintelligence)[ embeddedanalytics ](https://www.g2.com/tags/embeddedanalytics)[ analytics ](https://www.g2.com/tags/analytics)[ Analytics Platforms Software ](https://www.g2.com/tags/analytics-platforms-software) [ Data Visualization Software ](https://www.g2.com/tags/data-visualization-software)[ Embedded Business Intelligence Software ](https://www.g2.com/tags/embedded-business-intelligence-software) Show More * * * \<0\>0\>Upvotes 2 * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.&title=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Randy W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Randy W.") RW Loading... [Randy W.](https://www.g2.com/users/45567458-31f2-4b9f-8321-d178a68c2c91 "Randy W.") • over 4 years ago Data analytics to first measure, then improve, then maintain the performance of your Concrete Plant. Let me show you. More Options - [ # Best way to minimize latency when using large data sets ](/discussions/best-way-to-minimize-latency-when-using-large-data-sets) I use the Toucan in a multi-tenant situation. I sometimes need to pull in large datasets that have thousands of lines based on duration periods. I'm trying to decide the best way to do this... If I use a live query, it can take too long to fetch and render the data in Toucan. Using the... [Read more](/discussions/best-way-to-minimize-latency-when-using-large-data-sets) [ Analytics Platforms Software ](https://www.g2.com/tags/analytics-platforms-software)[ Embedded Business Intelligence Software ](https://www.g2.com/tags/embedded-business-intelligence-software) * * * \<0\>0\>Upvotes 1 * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.&title=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Sathya G.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Sathya G.") SG Loading... [Sathya G.](https://www.g2.com/users/dda12d36-108e-43bd-939b-87d842daddce "Sathya G.") • almost 6 years ago More Options - [ # Will there be a feature specifically for sales performance? ](/discussions/30363-will-there-be-a-feature-specifically-for-sales-performance) Right now it is mainly focused on data and analytics. [ Analytics Platforms Software ](https://www.g2.com/tags/analytics-platforms-software)[ Data Visualization Software ](https://www.g2.com/tags/data-visualization-software)[ Embedded Business Intelligence Software ](https://www.g2.com/tags/embedded-business-intelligence-software) * * * \<0\>0\>Upvotes 0 * * * 1 Comment [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.&title=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Toucan+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Toucan+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%0aAsk+Toucan+questions+and+get+answers+from+expert+users+in+our+Toucan+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/toucan/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/c82e5bb6cd056502b22d2449289c0dec/toucan.svg "Product Avatar Image") ### Have you used Toucan before? Answer a few questions to help the Toucan community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/authorize?form=signup&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Ftoucan%2Fdiscuss%3Fsmall_ask%3Dtoucan) No ## Top Contributors in Toucan 1 ![JP S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "JP S.") JS Loading... ### [JP S.](https://www.g2.com/users/a8cbc351-a836-439d-bf7a-8ba099184dfe "JP S.") Product Marketing Manager 2 pts 2 ![Randy W.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Randy W.") RW Loading... ### [Randy W.](https://www.g2.com/users/45567458-31f2-4b9f-8321-d178a68c2c91 "Randy W.") Principal 2 pts