RapidMiner vs Toucan

• Open-Source or Commercial: Open-source and free versions exist for RapidMiner Studio, the end-to-end workflow integration tool, and Radoop, the Hadoop and Spark integration and execution tool. The open-source Studio tool allows for 10,000 data rows and a logical processor. The vendor continuously updates its open-source options to keep up with modern innovations. 
• In-Database Analytics: Performs data prep and ETL in-database to increase analytics speed and performance. Reduces the amount of information translated to the memory of the application. 
• Build Code-Free Workflows: Create end-to-end workflows without a sophisticated knowledge of programming using the platform’s visual designer interface. Complete each stage of the workflow, from connecting to data sources to producing visualizations in a unified drag-and-drop environment. 
• Advanced Analytics: Tap into the most sophisticated analytics options on the market today, like AI, machine learning and predictive modeling. Get deeper insights and increase business intelligence more by using high-level analytics to make decisions. 

Platform

• Centralize Business Data: Helps teams get on the same page by creating a single source of truth. Connects to the cloud, on-premise databases, spreadsheets and more to collect all of an organization’s data into one centralized hub.
• Speed Up Queries: Optimize data processing by minimizing queries through cache engines and custom indexes that accelerate webpage performance.
• Automated Reporting: Takes the heavy-duty work of development, design and maintenance out of data analytics with automatically updated data and scheduled reports. 
• Ease of Use: Explore and understand business insights through an intuitive UI – without requiring training, tutorials or coding experience. Caters to people who may not have the technical knowledge or programming skills to handle a more complicated BI tool.
• Accelerate Adoption: Educates and guides teams on how to create compelling data stories. Encourage autonomous, skilled data analysis with self-learning tools such as a glossary and contextual tips that help in data comprehension.
• Improve Data Literacy: Makes information accessible by displaying it visually, enabling transparency across departments and empowering all stakeholders to take BI into their own hands.
• Made for Collaboration: Interact with other teams and share power in decision-making through workspaces. Improve communication between departments and help them align with each other by annotating, discussing, exporting and sharing dashboards. 
• Never Say “So What?”: Support decision-making through data-driven strategies with built-in calls to action and adaptable recommendations. 
• Fast Implementation: Save more time and resources for analysis and data storytelling by accessing on any device through the web – nothing to install.
• Security: Protect data through no-code row-level security, custom user filters and granular permissions management for apps, dashboards, stories and datasets. The solution is hosted in a private cloud with SSL Grade A+ security certification and an infrastructure compliant with all RSSI expectations and RGPD standards. 

Embedded Analytics

• Build Once, Deploy Anywhere: Design one app for all devices and deploy anywhere to anyone in minutes, whether on the standard platform or as an embedded analytics product.
• Preserve Brand Identity: Maintain business branding through full customization and white labeling options, while offering the power of data storytelling and analytics to clients. 
• Multi-Tenancy: Handle who can see what by managing access to each embedding with granular control.
• Focus On What Matters: Saves the company time and money by helping teams focus dedicated efforts on products, alleviating the burden of developing analytics from scratch.
• Empower Non-Technical Teams: Build and deploy apps with a guided framework, even without coding experience.
• No On-Boarding Necessary: Boost adoption and customer retention through a client experience that feels familiar, with access to actionable insights from day one.
• Accelerate Time to Value: Empowers businesses to roll out robust solutions to clients in just two weeks.