Cognos Analytics vs Yellowfin BI

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Our analysts compared Cognos Analytics vs Yellowfin BI based on data from our 400+ point analysis of Business Intelligence Tools, user reviews and our own crowdsourced data from our free software selection platform.

Cognos Analytics Software Tool
Yellowfin BI Software Tool

Product Basics

IBM Cognos Analytics is a self-service, web-based analytics platform which empowers users of all skill levels to explore data through reporting, data analytics, KPI monitoring, events and metrics. Reports give users the ability to not just visualize their insights, but also share them with colleagues.

It integrates with Watson Analytics, which leverages IBM’s artificial intelligence and natural language processing to make insights more accessible to non-technical users. It has various components which give additional functionality, flexibility and agility when processing large sets of data.
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Yellowfin BI is an integrated platform that helps users transform their business through data by combining automated data analysis, interactive dashboards and storytelling. It also enables intuitive filtering of large amounts of data in real time. It facilitates organization-wide understanding through data sharing and collaborative action. It has a customizable architecture and has the ability to add an organization’s branding, such as its logo.

It offers either enterprise or embedded analytics and is deployable in the cloud or on-premise.
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$50/User, Monthly
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Tailored to your specific needs
$50/User, Monthly, Freemium
Get a free price quote
Tailored to your specific needs
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Product Assistance

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Product Insights

  • Enhanced Decision Making: Cognos Analytics synthesizes data from various sources, providing comprehensive insights that empower users to make informed, data-driven decisions.
  • Time Efficiency: Automates the process of data collection and report generation, significantly reducing the time spent on these tasks and allowing teams to focus on analysis and strategy.
  • Customizable Dashboards: Offers the flexibility to create personalized dashboards that highlight key metrics, making it easier for users to access the information most relevant to their roles and objectives.
  • Scalability: Adapts to the growing data needs of a business, ensuring that as your company expands, Cognos Analytics can handle the increasing volume and complexity of data.
  • Data Accuracy: Minimizes human error by automating data collection and analysis, leading to more accurate insights and reducing the risk of costly mistakes.
  • Collaboration Enhancement: Facilitates better teamwork by providing a shared platform where team members can access, analyze, and discuss data insights in real-time.
  • Advanced Analytics: Utilizes AI and machine learning to uncover deep insights, predict trends, and identify patterns that might not be apparent through traditional analysis methods.
  • Comprehensive Reporting: Generates detailed reports that can be customized to suit different audiences, ensuring stakeholders receive the information they need in an understandable format.
  • Mobile Accessibility: Offers mobile support that allows users to access data and insights on the go, ensuring decision-makers are always informed, regardless of their location.
  • Regulatory Compliance: Helps ensure that data management practices comply with relevant regulations and standards, reducing the risk of legal issues and fines.
  • Cost Reduction: By streamlining data analysis processes and reducing the need for manual intervention, Cognos Analytics can lead to significant cost savings over time.
  • Improved Customer Insights: Analyzes customer data to provide a deeper understanding of customer behavior and preferences, enabling more targeted and effective marketing strategies.
  • Operational Efficiency: Identifies bottlenecks and inefficiencies in operations, allowing organizations to optimize processes for better performance and productivity.
  • Future-Proofing: Continuously updates to incorporate the latest technologies and analytics trends, ensuring that businesses remain competitive in a rapidly evolving digital landscape.
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  • End-to-End BI Stack: Its complete BI suite provides solutions to multiple data analytics problems. Businesses are equipped with critical tools such as automated insights, action-based dashboards and collaborative BI tools. Its robust enterprise governance tool allows businesses to integrate their platform with existing security features. 
  • Convenient Adoption: Its single, integrated platform is user-friendly and easy to adopt. It is deployable either on the cloud or on-premise. 
  • Engaging Data Stories: Users can share their data insights with dynamic, compelling reports and storyboards. 
  • Data Transparency: Yellowfin BI can present data in multiple ways and assimilate into business operations. It's built with various dashboards, including analytical, operational and strategic setups, that link interactive data, allowing users to understand information in real time and allow for the monitoring of crucial metrics. It also ensures data accuracy and can create timelines. 
  • Automated Insights: It combines machine learning with human insights to make use of the company’s data effectively. Its algorithms automatically scan through the company’s data and provide strategically relevant results. 
  • Explore Data With Ease: Its smart visualizations enable easy data discovery and exploration. It has over 50 chart types built-in, which helps users understand their businesses better. It also helps in spotting patterns, trends and outliers. 
  • Open Source Freedom: As a 100% open platform, it has no proprietary lock-in, which allows analysts to use their existing skills and knowledge to develop their own capabilities within the platform. It is open-source in nature, which makes the Yellowfin Marketplace, a digital catalog of many free or low-cost plug-ins, extend the suite’s capabilities even further. 
  • Scalability: It offers a scalable architecture that can adapt according to the growth of a business. Users can scale their data usage, without compromising on performance aspects. 
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  • Components: Boost the feature set of the core platform with components that enhance data modeling, visualization and analytics capabilities. 
  • Powerful Reporting: Create detailed charts, graphs, maps, voiceovers and repeat functions with the robust, professional reporting suite. Simplify reporting for non-technical users with express mode. 
  • Web-based Interface: Access the platform on any hardware via the web.
  • Natural Language-powered AI: Interrogate data and receive natural, consistent responses with a built-in AI, powered by NLP. 
  • Automated Modeling: Verify and combine data via automated modeling, and assess relationships between separate data points. 
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  • Automated Data Monitoring: Yellowfin Signals provides machine-based automated monitoring of live data. It highlights anomalies and data outliers, and its proactive warning systems keep business owners informed of changes as they happen and deliver insights faster.  
  • Data Storytelling: Yellowfin Stories and Yellowfin Present help users create data stories and presentations that add context to numbers. These presentations enable clear and concise understanding throughout the organization with accessible insights sourced from one centralized, automatically refreshed database. Data stories can be authored in blog format and supplemented with external media and attachments. 
  • Connectivity to Various Data Sources: It facilitates connection with numerous data sources, including Web APIs, spreadsheets and relational databases as either on-premise or hosted in the cloud. Data is then transformed and merged so that it is accessible by any analytics platform without proprietary lockouts. 
  • Data Analysis: It helps businesses accelerate the analysis of large chunks of data using databases, spreadsheets or online applications. 
  • Data Discovery: The Insight Wizard feature is a unique inclusion that helps users cut down on discovery times with the help of assisted insights. It comes packed with features that provide automated answers with the use of algorithms. 
  • Dashboards: Its customizable, interactive dashboards enable users to keep track of key performance indicators in real time. They drive action and let users make data-driven decisions for their companies. They can be customized with the company’s branding and their open-source code lets users create their own application experience. 
  • Embeddable Workflows: Out-of-the-box, Yellowfin action buttons allow users to integrate workflows to third-party applications, or develop their own custom workflows that allow users to take direct action from their dashboards. 
  • Mobile App: It comes with a mobile application that helps users track changes to their data on-the-go. The app is curated for a mobile-specific experience, which allows users to track changes and respond to them from internet-enabled devices. 
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Product Ranking

#12

among all
Business Intelligence Tools

#346

among all
Business Intelligence Tools

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Analyst Rating Summary

82
we're gathering data
87
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96
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Analyst Ratings for Functional Requirements Customize This Data Customize This Data

Cognos Analytics
Yellowfin BI
+ Add Product + Add Product
Advanced Analytics Augmented Analytics Data Management Data Pre-processing Data Transformation Data Visualization Embedded Analytics Capabilities Geospatial Visualizations And Analysis Mobile Capabilities Platform Capabilities Reporting 87 59 96 85 90 100 84 58 77 91 100 0 25 50 75 100
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Analyst Ratings for Technical Requirements Customize This Data Customize This Data

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User Sentiment Summary

Great User Sentiment 1251 reviews
Great User Sentiment 182 reviews
81%
of users recommend this product

Cognos Analytics has a 'great' User Satisfaction Rating of 81% when considering 1251 user reviews from 4 recognized software review sites.

85%
of users recommend this product

Yellowfin BI has a 'great' User Satisfaction Rating of 85% when considering 182 user reviews from 6 recognized software review sites.

n/a
4.2 (14)
3.9 (306)
4.4 (90)
n/a
4.59 (17)
4.1 (120)
4.6 (16)
4.3 (358)
4.1 (10)
4.0 (467)
3.5 (35)

Synopsis of User Ratings and Reviews

Data Analysis and Visualization: All users who mention data analysis and presentation unanimously agree that this solution covers the full spectrum of BI analytics capabilities.
Data management: All users who mention data preparation praise its data integrations and effective metadata management, which ensure data consistency and accuracy across multiple reporting systems.
Functionality: Of users who mentioned this platform’s features, around 90% were satisfied with regular updates and enhancements which allow them to create faster, more responsive dashboards.
Reporting: Around 89% of users who mention reporting are satisfied, appreciating its ad-hoc reporting and report-sharing capabilities.
Setup: Excellent vendor support coupled with the ease of establishing data connectivity with data sources make installation of this solution a breeze, as approximately 87% of users have mentioned.
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Intuitive Interface: Users praise Yellowfin for its user-friendly design, making it easy to navigate and build reports without extensive training.
Powerful Data Visualization: Yellowfin offers a wide array of charting and visualization options, allowing users to present data in a clear and compelling way.
Strong Customer Support: Users appreciate the responsive and helpful customer support provided by Yellowfin, ensuring they can get assistance when needed.
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Cost: Around 87% of users who mention cost feel that its licensing model is expensive when compared to other BI solutions.
Training: Approximately 45% of users who reviewed training say that the learning curve can be quite steep and though self-service training is available, they would prefer a formal learning program.
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Difficult to Learn: Some users find the platform's interface and features difficult to learn and navigate, especially compared to other BI tools.
Limited Customer Support: Users have reported experiencing slow or unhelpful customer support, making it challenging to resolve issues quickly.
Data Visualization Limitations: While Yellowfin offers data visualization capabilities, some users find them less intuitive and flexible compared to other BI tools, limiting their ability to create compelling reports and dashboards.
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IBM Cognos Analytics is an excellent BI tool and rates very highly with users on all major counts. Users are unanimous in their praise of its data management and data analysis capabilities to provide a single source of truth. Having ventured into AI-powered tools with the 11.1.3 version in 2018, IBM is making bold strides to incorporate augmented intelligence into the platform. IBM has astutely combined this solution with the capabilities of one of its other offerings, Watson Analytics, for natural language processing - a game-changer for empowering non-technical users to create a vast range of dashboards. With AI-enabled exploration, users can review key drivers of metrics and identify gaps in data, though some users feel that more tools are needed for content store exploration through its relational database. It also rates excellently with users for its data integration and ad-hoc reporting capabilities, efficient metadata management and extensive data modeling features. Several strong features of this platform, as noted by reviewers, include Jupyter notebooks, regular updates to the platform and enhancements to data modules, though when it comes to integrating with Online Analytical Processing (OLAP) data sources and IBM Planning Analytics in particular, it comes up short. Version 11 of the platform comes with over-the-top installs for upgrades, which reduces time to set up; though some users feel that integrations built with the current SDK solution can be tedious to implement and maintain. Being part of the IBM software suite, it connects seamlessly to other IBM products under the same umbrella. However, integration with MS-Sharepoint is not supported; this can be managed with workarounds, but only for on-premise setups, not cloud-based deployments. The platform has a rich reporting repertoire with report burst capabilities, pivots and Cognos Event Studio for event-driven reports. However, many users feel that Report Studio should provide the write back capability, which is crucial for business. As for the cost, a majority of users feel that its licensing models are restrictive, especially when compared to other BI solutions; though the vendor seems to address pricing and ease of use with version 11.1.3. In summary, Cognos Analytics is among the best BI solutions in the market today and IBM, with its ear to the ground, is delivering enhanced data analysis and reporting capabilities at scale.

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Is Yellowfin BI the "gold standard" for your business intelligence needs? Recent user reviews suggest that Yellowfin BI is a capable business intelligence platform that shines in its user-friendly interface and robust feature set, making it a good fit for businesses of all sizes. Users praise its intuitive design, which allows even non-technical users to easily navigate and utilize the software. The platform's comprehensive suite of features, including data visualization, reporting, and automated insights, empowers businesses to gain a holistic understanding of their data. However, users also point out some drawbacks. A common gripe is the cost, which can be a barrier for smaller businesses or those with limited budgets. Some users find the software's learning curve steeper than expected, particularly when it comes to advanced features. Despite these weaknesses, Yellowfin BI differentiates itself through its focus on data storytelling and its ability to seamlessly integrate with a wide range of data sources. The platform's storytelling feature allows users to present data insights in a compelling and engaging way, facilitating better decision-making. Its broad data source compatibility ensures that businesses can connect and analyze data from various sources, providing a unified view of their operations. Overall, Yellowfin BI is best suited for businesses that prioritize user-friendliness and a comprehensive feature set in their business intelligence solution. Its intuitive interface and robust capabilities make it a valuable tool for organizations looking to leverage data for informed decision-making. However, businesses with budget constraints or those seeking a platform with a shallower learning curve may need to consider alternative options.

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