

Knowage and Plotly Dash Enterprise are competitive products in the business intelligence and data visualization market. Plotly Dash Enterprise appears to have the upper hand in advanced analytical capabilities, meeting enterprise needs more robustly.
Features: Knowage provides a comprehensive suite for data analysis, reporting, and dashboarding, focusing on open-source integration. Plotly Dash Enterprise offers powerful data visualization tools with seamless Python integration, ideal for complex analytics. Knowage's broad functionality contrasts with Plotly Dash's specialization in interactive data presentation.
Ease of Deployment and Customer Service: Knowage supports easy deployment with a user-friendly setup process and compatibility with existing IT infrastructure. Plotly Dash Enterprise ensures straightforward deployment for Python-dependent enterprises, featuring robust customer service tailored for Python-based environments, appealing to technically advanced teams.
Pricing and ROI: Knowage generally presents a lower setup cost, appealing to cost-conscious organizations, and offers competitive ROI due to its comprehensive features. Plotly Dash Enterprise, requiring a higher investment, often justifies the cost with advanced analytics, leading to strong ROI for businesses seeking detailed visual insights. Knowage is cost-effective in general setups, while Plotly Dash's analytical strength aligns with enterprises aiming for detailed insights, offsetting its higher initial costs.
| Product | Market Share (%) |
|---|---|
| Plotly Dash Enterprise | 1.6% |
| Knowage | 1.3% |
| Other | 97.1% |

| Company Size | Count |
|---|---|
| Small Business | 7 |
| Midsize Enterprise | 6 |
| Large Enterprise | 6 |
Knowage (formerly SpagoBI) has a 14-years history. The actual release is the 6.3.
Knowage offers FULL ANALYTICAL CAPABILITIES, with a special focus on big data analytics and comprehensive support to rich and multi-source data analysis. Knowage provides different modules, each one focused on a specific domain but mutually combinable (Big Data, Smart Intelligence, Enterprise Reporting, Location Intelligence, Performance Management, Predictive Analysis). Moreover, Knowage is an OPEN SOURCE solution: the source code is freely accessible, everyone is allowed to join the community and build the own business solution to ensure strategic decision-making and improved productivity.
Knowage suite is supported by Engineering Group, the leading Italian software and services company, with about 10,000 people and more than 50 offices worldwide. Maintenance and support services (such as trainings, migration support, proof-of-concepts, etc) are provided by Engineering Group (KNOWAGE Labs) under subscription.
Plotly Dash Enterprise is a commercial platform designed for creating and deploying data visualization applications. It provides advanced tools and infrastructure to simplify the process of building interactive dashboards and analytics applications.
Plotly Dash Enterprise enables professionals to harness the power of Dash framework for enterprise-level scalability and deployment. By integrating seamlessly with existing workflows, it supports easy collaboration while ensuring robust data security. Users appreciate its ability to streamline the development of sophisticated visualizations that can be customized to meet specific analytical needs.
What are the standout features?Plotly Dash Enterprise is employed in finance for real-time analytics dashboards, in healthcare for patient data visualization, and in marketing for customer insights. Its adaptability and ease of integration make it suitable across diverse industry applications where visual data analysis is critical.
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