---
title: IBM Cognos Analytics Reviews
meta_title: 'IBM Cognos Analytics Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 506 reviews by the users' company size, role or industry
  to find out how IBM Cognos Analytics works for a business like yours.
aggregate_rating:
  rating_value: 4.1
  review_count: 506
  scale: '5'
date_modified: '2026-08-01'
parent_category:
  name: Analytics Tools & Software
  url: https://www.g2.com/categories/analytics-tools-software
---

# IBM Cognos Analytics Reviews
**Vendor:** IBM  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.1/5.0  
**Total Reviews:** 506
## About IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence and analytics solution that uses agentic AI to help teams transform trusted data into actionable insights, build governed analytical applications, and make better decisions. Teams can explore data, monitor KPIs, analyze performance, forecast trends, and share insights across the business. The solution is built for business leaders, analysts, report authors, IT teams, and data governance teams that need governed reporting, self-service analytics, data modeling, and flexible deployment options. Common use cases include enterprise reporting, operational reporting, financial reporting, dashboarding, performance management, forecasting, and governed self-service analytics. It supports both centralized BI teams and distributed users who need consistent access to trusted analytics. Key capabilities: 1. Create governed reports and dashboards: Build, schedule, distribute, and manage reports, dashboards, and visualizations for teams, executives, and stakeholders. Support routine reporting, business reviews, and purpose-built analytical applications with consistent information. 2. Explore data with control: Use self-service analytics, certified data models, governed metrics, access controls, and auditability to keep reporting consistent across teams and departments. 3. Analyze and forecast faster: Use natural-language assistance, automated insights, and forecasting to help users understand data faster in supported versions and deployments. 4. Put Reporting Agents to work: Use agentic AI capabilities in supported versions and deployments to find reports, summarize results, share insights, and create or refine reports using natural language. 5. Deploy where the business needs it: Run Cognos Analytics in on-premises, IBM-hosted, hybrid, or certified container environments to align with infrastructure, security, and governance requirements. Cognos Analytics helps organizations reduce repetitive reporting work, improve consistency across metrics and dashboards, and make governed data analytics easier to access across the business.



## IBM Cognos Analytics Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of IBM Cognos Analytics, enjoying intuitive features for reporting and analysis. (36 reviews)
- Users appreciate the **quick and easy report generation** capabilities of IBM Cognos Analytics, enhancing their data analysis experience. (17 reviews)
- Users appreciate the **in-depth adaptable dashboards** of IBM Cognos Analytics for generating insightful reports and visuals. (15 reviews)
- Users value the **effortless data visualization** of IBM Cognos Analytics, enhancing understanding through engaging and adaptable dashboards. (15 reviews)
- Users value the **intuitive user interface** of IBM Cognos Analytics, enhancing data comprehension and report creation efforts. (12 reviews)
- Users appreciate the **customizable dashboard** features of IBM Cognos Analytics, facilitating clear visuals from complex data sources. (11 reviews)
- Users appreciate the **ease of dashboard creation** with Cognos Analytics, enabling novice users to create complex reports quickly. (11 reviews)
- Users appreciate the **efficiency** of IBM Cognos Analytics, benefiting from quick report generation and clear visualizations. (11 reviews)
- Features (11 reviews)
- Users value the **intuitive interface** of IBM Cognos Analytics, making it accessible for non-technical users. (11 reviews)

**What users dislike:**

- Users find the **learning curve steep** , making initial navigation and integration with other software challenging. (18 reviews)
- Users find the **learning difficulty** of IBM Cognos Analytics challenging, requiring substantial training and patience for effective use. (10 reviews)
- Users experience **slow performance** with IBM Cognos Analytics, especially with complex reports and large data sets. (9 reviews)
- Users find the **complexity** of building reports in IBM Cognos Analytics a significant barrier due to steep learning curves. (8 reviews)
- Users find the **complex usage** of IBM Cognos Analytics challenging, particularly for new users navigating advanced features. (6 reviews)
- Users find the pricing of IBM Cognos Analytics to be **expensive** , impacting overall satisfaction despite its features. (6 reviews)
- Initial Difficulty (6 reviews)
- Beginner Difficulty (5 reviews)
- Difficult Navigation (5 reviews)
- Limited Features (5 reviews)

## IBM Cognos Analytics Reviews
  ### 1. Great tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Andre L. | Consultor tecnico, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 11, 2025

**What do you like best about IBM Cognos Analytics?**

Creation of reports and interactive dashboards with great ease, thanks to the intuitive interface and control of access, auditing, and data governance.

**What do you dislike about IBM Cognos Analytics?**

Interface a little less modern and performance is a problem with large volumes of data.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Help ensure data consistency, traceability, and security, with access control, versioning, and audit trails.

  ### 2. Exploring data visually without needing deep technical skills.

**Rating:** 1.5/5.0 stars

**Reviewed by:** Harsh J. | Senior Dotnet Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 19, 2025

**What do you like best about IBM Cognos Analytics?**

Users can create dynamic dashboards with drag-and-drop ease, exploring data visually without needing deep technical skills.

**What do you dislike about IBM Cognos Analytics?**

The AI Assistant lets users ask questions in plain English and get instant visual answers.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

The AI Assistant lets users ask questions in plain English and get instant visual answers, making data exploration more intuitive.

  ### 3. Efficient data analytics tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Josh N. | Real Estate Agent, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 15, 2024

**What do you like best about IBM Cognos Analytics?**

I chose this platform because of the quality of the tools, it has very practical functions which allow you to visualize the data efficiently, and there is not only one way to display the loaded data so there is no problem when you want to adapt the data to different ways of implementing the analysis in different areas of my work.
The loading times really surprised me, by this I mean that no matter the size of the data loaded everything will be fast when it comes to starting to configure the visual reports. I have been trying to use other platforms but in none of them I can get the same response time from when the data is loaded to the point where the graphs can be generated.
I like how I can combine several inputs from different sources to generate the reports, with this I can create more detailed reports. The provision of importing different data sources is very useful for me because it allows me to easily generate reports without any problem.

**What do you dislike about IBM Cognos Analytics?**

It would be very useful to have a feature that shows a warning when errors are made in the creation of a report and it is not executed, this would help a lot to be able to solve the problem that the loaded database may contain more easily. It would also be nice if they added possible solutions to the problems that are generated.
At first glance, the interface lacks intuitiveness, it requires complete training even if you already have knowledge of data management in SQL to be able to implement said data to this platform, so the lack of intuitive tools made it difficult to be able to navigate within the interface and be effective for data analysis.
I had problems with certain browsers when working with this platform for the first few times, in some cases it simply did not display the virtualized elements correctly, for my solution it was only to use browsers that based on Chromium, because otherwise it will simply have errors even in displaying the drag and drop elements.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics is quite prevalent in my work environment because the creation of reports is very specific and efficient. We generate reports on the real estate market in order to analyze the possible better property offers and to be able to make a price comparison in order to determine the best option that our clients need. My experience with this tool has been excellent since it is very robust and complete, it has many data analysis features and also AI functions that improve the way in which reports are generated. In addition, collaborating with a work team within this platform has been very simple, thus being to increase productivity.

  ### 4. Complete End User Reporting Analytics Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Insurance | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 09, 2025

**What do you like best about IBM Cognos Analytics?**

Ability to create complex reports/dashboards by novice data users.

**What do you dislike about IBM Cognos Analytics?**

Can be difficult to locate historical reports for novices.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Quick access to data for analytics based decisions rather that gut instinct of managers/area leads.

  ### 5. Review about IBM Cognos Analytics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.)

**Reviewed Date:** July 21, 2025

**What do you like best about IBM Cognos Analytics?**

A dashboard that is easy to use even beginners can create a good working dashboard by using Cognos

**What do you dislike about IBM Cognos Analytics?**

There are times when the Cognos can be slower while using big datasheet

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Able to create robust report and I'm able to analyse, even ease of distribution of reports to other teams also helps alot

  ### 6. Wirte a honest review on IBM Cognos Analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** VIKRAM S. | Sr. Physics faculty , Small-Business (50 or fewer emp.)

**Reviewed Date:** October 20, 2024

**What do you like best about IBM Cognos Analytics?**

Cognos Analytics features stringent data protection, unlike spreadsheets, where there is a considerable risk of losing original data while working in a team. Since each team member is given a different copy in this instance, any changes are unique to their edition. Incorporate an AI chatbot that can answer any query and even perform mathematical computations when requested in natural language, just like you would in a conversation with a friend. Consequently, no SQL code or queries need to be written. Finally, team members may remain on top of important deadlines and accomplishments by using push alerts that can be transmitted between devices.

**What do you dislike about IBM Cognos Analytics?**

There are times when the cloud version is a bit slow.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

All of our data is secure and accessible to all stakeholders, including administrators, staff, and customers. Numerous data science tasks, like forecasting and displaying trends as graphs, can be completed without writing any code.
All of our data is secure and accessible to all stakeholders, including administrators, staff, and customers. Numerous data science tasks, like forecasting and displaying trends as graphs, can be completed without writing any code.
code.

  ### 7. IBM Cognos Analytics - Many options

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** May 29, 2025

**What do you like best about IBM Cognos Analytics?**

Variety of resources for building reports and various reports.

**What do you dislike about IBM Cognos Analytics?**

Initially, there is the issue of learning which, without the necessary dedication, can hinder the achievement of the desired results.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Generation of various reports for reporting to different instances. Use for data analysis.

  ### 8. Good interface

**Rating:** 5.0/5.0 stars

**Reviewed by:** Pedro  P. | Subgerente de Riesgos Tecnologicos, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 24, 2025

**What do you like best about IBM Cognos Analytics?**

Fluency, processing efficiency, and a lot of usability in its functions

**What do you dislike about IBM Cognos Analytics?**

The price of your licenses, you must improve the approach with customers

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

So far I have not identified any problems

  ### 9. Reliable Enterprise BI Tool with Strong Reporting Features

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 18, 2025

**What do you like best about IBM Cognos Analytics?**

Strong Reporting Capabilities: Excellent for building detailed, pixel-perfect reports.

Data Modeling Options: Allows complex data models and joins, which are helpful for enterprise use.

AI Assistance: The built-in AI can automatically detect data patterns and suggest visuals.

**What do you dislike about IBM Cognos Analytics?**

Dashboards may load slowly with large datasets.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics helps solve the problem of fragmented, manual reporting by providing a centralized platform for creating, sharing, and automating reports and dashboards.

  ### 10. IBM Cognos Analytics-Review

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 20, 2024

**What do you like best about IBM Cognos Analytics?**

It helps in understanding data easily without having a lot of technical knowledge.

**What do you dislike about IBM Cognos Analytics?**

I think the cost is a bit high and significant hardware resources are needed for it to work.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It helped me in the predictive analysis of a lot of data related to system usage and data related to cloud usage and helped in future predictions.

  ### 11. Versatile Analytics Tool with Robust Reporting Features

**Rating:** 5.0/5.0 stars

**Reviewed by:** Raja s. | data scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 07, 2024

**What do you like best about IBM Cognos Analytics?**

IBM Cognos Analytics offers a comprehensive suite of tools for reporting, data visualization, and dashboard creation. I appreciate how it integrates with various data sources, which makes it easier to connect and analyze complex data sets. The drag-and-drop interface for building reports is intuitive, even for users with minimal technical experience. Its AI-assisted recommendations for visualizations are also a nice touch, speeding up the process of turning raw data into actionable insights.

**What do you dislike about IBM Cognos Analytics?**

While the tool is powerful, the learning curve can be steep, particularly for new users unfamiliar with business intelligence platforms. Performance can lag with very large datasets, and the initial setup for data connections can be cumbersome. Additionally, it would be great if there were more customization options for visualizations, as the default templates sometimes feel limited.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics is solving key challenges around data integration, reporting, and visualization across multiple data sources. One major issue it addresses is the difficulty of consolidating data from various systems to create unified reports. With its powerful data connectors, Cognos allows seamless integration of multiple data streams, providing a single source of truth for our reporting needs.

  ### 12. User friendly BI reporting tool.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shravan L. | Engineering lead analyst, VP, Enterprise (> 1000 emp.)

**Reviewed Date:** August 24, 2024

**What do you like best about IBM Cognos Analytics?**

The support from IBM on technical issues is great. 

Over the years, great improvements have been made to the user interface. equal importance has been given to the administrator console as well. for instance, logging specific patterns is now made possible within the portal rather than doing the same in the server by editing files, which was time-consuming.

As an administrator, for one decade, the installation or upgrades have hardly failed.  it has been always smooth.

**What do you dislike about IBM Cognos Analytics?**

using x11 windows has been highly discouraged due to security concerns in my org. I dont see any approved x11 clients: Xming or attachmate reflection. 

use of such x11 client tools have become challenging.  

most importantly, it is impossible to use x11 tools when working remote.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

I am mostly involved in helping my business team. so I will not be the best to comment on it. 

however, The audit reporting helps a lot but it would be appreciated if the administrator tools such as cmtools or cmbrowser were provided with the product bundle or as an optional installation.

  ### 13. Evaluation of the Use of Cognos Analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 28, 2025

**What do you like best about IBM Cognos Analytics?**

Possibility to customize queries in the database, facilitating the extraction of reports.

**What do you dislike about IBM Cognos Analytics?**

The tool's interface is not user-friendly, requiring a lengthy learning curve.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Generation of management reports on operational risks and loss base.

  ### 14. Good product for corporate reporting

**Rating:** 4.0/5.0 stars

**Reviewed by:** Edwin v. | VP of Business Development, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 22, 2024

**What do you like best about IBM Cognos Analytics?**

IBM Cognos Analytics is great for corporate reporting. It comes with great pixel perfect reporting. More important, it has additional capabilities for audit and compliance by using IBM's Motio DevOps suite leveraging zero-touch version control and deployment.

With te capabilities to do reporting and dashboaridng it is a complete suite for organizations.

**What do you dislike about IBM Cognos Analytics?**

It needs education and skills to fully leverage the product. Report Authoring can be complaex and is not designed for every user.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics is key to deliver Business Analytics when strickt guidelines are needed, apporval processes must be in place ton  ensure the most accurate and reliable BI implementation is required.

  ### 15. IBM Cognos Analytics : Powerful Business Intelligence

**Rating:** 5.0/5.0 stars

**Reviewed by:** Akshay  A. | Software Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 07, 2025

**What do you like best about IBM Cognos Analytics?**

IBM Cognos Analytics provides user-friendly dashboard and its automated recommendations making analysis more efficient.

**What do you dislike about IBM Cognos Analytics?**

Honestly , there is nothing i dislike about it.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics save times by auto generating reports and analyzing large datasets.

  ### 16. An All-Round Analytics Tools for Decision Making

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mukil D. | Senior Data Scientist, Enterprise (> 1000 emp.)

**Reviewed Date:** October 17, 2024

**What do you like best about IBM Cognos Analytics?**

AI Integration reflecting the latest advanced present in the Tool taking reporting and dashboarding to next level.Another striking feature is the predictive forecasting which provides prediction at an appreciable level. UI is pretty easy to use thereby reducing the complicated dashboard implementation and easy integration with databases. External support provided by the company resulting in frequent usage over other tools.

**What do you dislike about IBM Cognos Analytics?**

Missing of Core LLM component is a little downside.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Enhanced Reporting along with Data driven decision making. One of the challenges that IBM Cognos Analytics solves is the AI powered data preparation. It elevates the level of data preparation to an advance level.

  ### 17. IBM Cognos Analytics: Robust Reporting Capabilities with Some Navigation Challenges

**Rating:** 4.5/5.0 stars

**Reviewed by:** Eric R. | Jefe de Infraestructura, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 30, 2024

**What do you like best about IBM Cognos Analytics?**

is how easy it makes creating reports and dashboards, even for someone without a technical background.

**What do you dislike about IBM Cognos Analytics?**

it can feel a bit slow or complex at times, especially when dealing with larger datasets or more advanced features.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It helped us a lot with a very robust report that we had in Excel, which included the entire unified operation for both sales and production, also generating health reports for the commercial area.

  ### 18. Best user friendly interface

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nireeksha B. | Data Engineering Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 17, 2024

**What do you like best about IBM Cognos Analytics?**

I liked the user friendly interface that it has. It is the best Platform for advanced data visualization techniques. The advantage that it provides to integrate with AI and machine learning is very much appreciated and it's very useful.
Overall, It's a very good platform, would like to recommend.

**What do you dislike about IBM Cognos Analytics?**

There are no such things in particular that I disliked in this platform. But I would recommend them to provide more flexibility in report deisgn.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Helped with outcomes and resource utilization. It also improved the customer experience.

  ### 19. Experienced with Cognos since Impromptu days.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** September 29, 2024

**What do you like best about IBM Cognos Analytics?**

Ease of use , comparahensive and securety structure. Ability to add jscripts to further customize outputs.
Its a heavy duty service that can be relied on regardless how large customer is.
Agent were very supprative dealing with issues and provide help and guidance.
I managed the rollout implementation from the stand alone vesion to web version with easy back in 2000.
Our business relied on Cognos for both daily reporting and excutive analysis.

**What do you dislike about IBM Cognos Analytics?**

Due to pricing, entended for large corporate, while it should hold a tailored product to server smaller busiesses with restructured pricing scheme for that category.
I would also suggest using a "tool service" to communicate data status with end users outside of the official emails.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Mostly reporting for field managers and department managers.

  ### 20. Powerful Tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Khadija B. | SAP CONSULTANT, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 11, 2024

**What do you like best about IBM Cognos Analytics?**

Cognos stands out by offering in-depth adaptable dashboards and reports. This makes it a perfect fit for businesses that need to dig deep into their data for insights, and connects seamlessly with a variety of data sources, including databases, cloud platforms, and spreadsheets !

**What do you dislike about IBM Cognos Analytics?**

Newcomers might find it challenging so it's a better fit for those who have some background with analytics or business intelligence software.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics tackles many crucial issues in data management, reporting, and business intelligence.

  ### 21. Efficient and user friendly

**Rating:** 4.0/5.0 stars

**Reviewed by:** Tushar S. | Infrastructure Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 04, 2024

**What do you like best about IBM Cognos Analytics?**

A lot of tools are provided for data analytics.
IBM Support is great and helpful.
Import different data sources
Installation and patches are easy and quick

**What do you dislike about IBM Cognos Analytics?**

Could get slow and laggy with large dataset but not a deal breaker.
Could have a "light" version for basic users.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

A lot of dashboard which are used by higher management.
A lot of internal monitoring dashboard for monthly and quarterly reporting.
Helps in decision making as it combines multiple data sources.

  ### 22. Easy to use interface

**Rating:** 5.0/5.0 stars

**Reviewed by:** Raahim G. | Software developer, Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2024

**What do you like best about IBM Cognos Analytics?**

IBM Cognos Analytics really makes data analysis easy. It has a simple and easy to use interface that helps  creating reports and visualizing data super simple. Cognos is a perfect choice for any business looking to get more insights from their data.

**What do you dislike about IBM Cognos Analytics?**

It has a learning curve for beginners so it takes a bit getting use to.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Simplies the overall process for gathering and visualizing data to help make decisions.

  ### 23. IBM Cognos Usability Experiance

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mandar N. | Senior Quality Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 21, 2024

**What do you like best about IBM Cognos Analytics?**

It is having attractive features to filter ot select the required criterias as per end user's need as well as having variety of integrated tools as per business requirements such as Event Studio, Query Stusio to query the extracts as well as we can use those queries in another database ide's to cross validate our requirements, it also provides the workspace to differetiate and create our own buisness reports which provide ease of usability as well as ease of implementation.

**What do you dislike about IBM Cognos Analytics?**

I don't found as such but it could have mobile version that can be more handy to its users.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It is beneficial while we need customized solutions on real time data.
It solves the need of looking into historical data by making connections to the any database engines that it supports.
Help us more to make buisness decisions being one stop shop for all types of reports.

  ### 24. Great for all types of output

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dong B. | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 23, 2024

**What do you like best about IBM Cognos Analytics?**

One report can be exported to multiple formats with just a click

**What do you dislike about IBM Cognos Analytics?**

Can be difficult to create complext reports.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Identifies problem customeres and accounts.  Makes it easy to deliver key insights to users

  ### 25. All in one Reporting solution

**Rating:** 4.5/5.0 stars

**Reviewed by:** Bernd O. | Enterprise (> 1000 emp.)

**Reviewed Date:** October 22, 2024

**What do you like best about IBM Cognos Analytics?**

Flexibility to use data, to visualiye and do standard reporting for all kinds of users without missing reaching out to data experts

**What do you dislike about IBM Cognos Analytics?**

sometimes features come a bit tooo late, like Project Ripasso

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Day to day Reporting to seize control over the companys business on different departments and assist management in making proper decisions

  ### 26. The ease of using IBM Cognos Analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Naveen R. | Associate Consultant - WMS, Warehousing, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 11, 2024

**What do you like best about IBM Cognos Analytics?**

I like the way we can create queries, joins, prompts in a easy drag and drop way.

**What do you dislike about IBM Cognos Analytics?**

Most disliking part is about the exception scenarios. When a user got an error encountered, instead of showing the error in user understandable way, it shows in a technical language which I don't like much

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Reporting
Dashboards 
Scheduled reports in warehousing

  ### 27. It’s best if we’re concerned about the deployment or installation of this app on our local systems.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Akshay Y. | Software Developer - 2, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 14, 2024

**What do you like best about IBM Cognos Analytics?**

I would say, as we had installed it on site, and we had really have control over customization. So far, we had used dashboards and charts in order to visualize our HVAC model data. Overall it's good like power bi.

**What do you dislike about IBM Cognos Analytics?**

What I personally felt, regardless of its scope of the installation , it is not much interactive than power bi. It does not provide same level of drag and drop functionalities and even pre built visualisation options as like power bi. They could think of cloud native application for cogno.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

So we used data visualisation templates and even report studio to measure the thermal comfort after configuring each type and cases of HVAC system. So analysing and tracking thermal comfor was very interactive.

  ### 28. Best place to start business analytics and data visualization

**Rating:** 5.0/5.0 stars

**Reviewed by:** Noor Y. | Solutions Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 03, 2024

**What do you like best about IBM Cognos Analytics?**

Fast, effective and easy to create visuals, best part is forecast analytics and insights generated based on data.

**What do you dislike about IBM Cognos Analytics?**

Slow interaction when using screen share during virtual meetings. My demos are not effectively conveyed. When use full screen screen share doesn't show.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

I'm helping create executive dashboards for CEOs CFOs and CPAs

  ### 29. Cognos Analytics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Udaya Rani P. | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 23, 2024

**What do you like best about IBM Cognos Analytics?**

Good Reporting tool for enterprise solution

**What do you dislike about IBM Cognos Analytics?**

clients comparions about basic functionalities which are hard to get out of the box

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Cognos Dashboard has helped consolidate the clients data into one vizual dashboard that they have not seen befoew

  ### 30. Good experience with Cognos

**Rating:** 3.5/5.0 stars

**Reviewed by:** Nayan P. | Technical Business Analayst, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 17, 2024

**What do you like best about IBM Cognos Analytics?**

Tool is very easy if you gets hands on . And can also say a poweful
tool

**What do you dislike about IBM Cognos Analytics?**

Somtime it glitches but it get fixed easily

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics acts as your trusted co-pilot for business , its making everything smarter

  ### 31. Simple and practical tool to use

**Rating:** 4.0/5.0 stars

**Reviewed by:** Marcia D. | Analista BI, Enterprise (> 1000 emp.)

**Reviewed Date:** October 04, 2024

**What do you like best about IBM Cognos Analytics?**

The practicality of making reports using various subjects

**What do you dislike about IBM Cognos Analytics?**

Some reports take a long time to run (some take more than 2h)

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Using SQLs to make a report without going through a package is quite interesting because we don't have everything in a package

  ### 32. Overall Great Product for the Market and User Friendly Experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Prajwal S. | Digital Marketing Executive, E-Learning, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 23, 2024

**What do you like best about IBM Cognos Analytics?**

Ease of Use 
AI Driven Data Dashboards
Scalability
Excellent Support

**What do you dislike about IBM Cognos Analytics?**

Learning Curve
Issues with Large Data Sets
Confusing Features

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Data Silos and Disconnected Systems
Complex Data Analysis
Reporting Bottlenecks
Performance Monitoring

  ### 33. My Experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Retail | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 18, 2024

**What do you like best about IBM Cognos Analytics?**

I think the way of teaching and the way they in include the important topics which are actually industry standard and when i started working i got to know how much i use what i learned there

**What do you dislike about IBM Cognos Analytics?**

I think the practical aspect can be improved more practical problems can be introduced, take home assignments can be added.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It's overall great platform for data analysis and can be easily learned

  ### 34. Very useful and easy to learn for non coding analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Eashwar G. | Student, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 18, 2024

**What do you like best about IBM Cognos Analytics?**

Best thing in IBM cognos was its features and layout to use.

**What do you dislike about IBM Cognos Analytics?**

The UI of that is not very attractive or catchy.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It's making it easy to analyze the data

  ### 35. Very effective course for learning

**Rating:** 4.5/5.0 stars

**Reviewed by:** Muhammad Jawad H. | Customer Service Specialist, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 17, 2024

**What do you like best about IBM Cognos Analytics?**

The best tool to work with data and analytics

**What do you dislike about IBM Cognos Analytics?**

I think some of the processes can be more easy

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Helping me to use large data set to derive rests

  ### 36. IBM Cognos Review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Srinivas N. | Lead Integration Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 19, 2024

**What do you like best about IBM Cognos Analytics?**

the way they approch candidates and explaing about the role and responsibilities

**What do you dislike about IBM Cognos Analytics?**

Taking more time to release the offer letter

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

easy to visilize the information

  ### 37. Data driven decision making made easy

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 04, 2024

**What do you like best about IBM Cognos Analytics?**

1. Drag and drop visualization feature makes life easier 
2. Ability to connect with multiple data sources 
3. Ability to handle unstructured data
4. Quite similar to PowerBi, transitioning to IBM Cognos Analytics will be easier if you have some experience with Power Bi or Tableaeu for that matter

**What do you dislike about IBM Cognos Analytics?**

I didn’t encounter any drawbacks till now, only thing I would say is initial setup time is little high but then again its not really a drawback if you ask me

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Integrating with multiple data sources and creating a data story to help leadership in data-driven decision making

  ### 38. Data Reporting for All

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** October 23, 2024

**What do you like best about IBM Cognos Analytics?**

Report development is quick and easy to pick up. There are many options for configuration and customization to bring your reporting to the next level.

**What do you dislike about IBM Cognos Analytics?**

There is a learning curve, just like any other tool.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

We need structured reporting. Cognos helps us deliver canned reports for our end users daily, weekly, and monthly.

  ### 39. IBM Congons

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 18, 2024

**What do you like best about IBM Cognos Analytics?**

Ease of Use, Ease of implementation. A wider variety of charts especially Geographic charts.

**What do you dislike about IBM Cognos Analytics?**

Not many companies ask for IBM Cognos. Most companies ask for Power BI.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Comparing future and past techonolgy usage. Finding the trend in the usage of techogoly we can have prediction for further decision making.

  ### 40. One of the most comprehensive and user-friendly analytics software

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 25, 2024

**What do you like best about IBM Cognos Analytics?**

Ability to connect with multiple data sources that are not only structured but also unstructured is one of the strengths of Cognos Analytics. Consequently, it is highly flexible and enables deeper analysis of various data which comes from different sources. The drag and drop interface for creating visualizations is also very intuitive and easy to use, even for those who are not technically savvy.

Another thing that I found really useful while using the software was having the dashboard feature. It allows you to monitor key performance indicators in real time while still showing the entire data at a glance. This comes handy when you need to make snap decisions or detect tendencies that require attention.

**What do you dislike about IBM Cognos Analytics?**

The initial setup and customization of the software is time-consuming, but this drawback was minor. It is worth all the effort in the end and finally, IBM’s support team were always there to help for any trouble.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

IBM Cognos Analytics software helped my business to take decisions based on data and attain valuable insights. Its comprihensive features, user-friendly interface, and advanced analytics capability make it one of the best choices for analytics software.

  ### 41. One tool for many stop solutions

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** May 17, 2024

**What do you like best about IBM Cognos Analytics?**

Now its been while i am using this tool for reporting and analysis,data visualization, and its capability of advance analysis using AI Technology and  its ability to integrate with various data sources. I find it easy to use and can easily share reports and dashboards with my peers. 

Ya its no doubt customer support is good and any time if face any issues, we can connect with them.

**What do you dislike about IBM Cognos Analytics?**

To be very frank i dont encounters many issues while working with the tool, but one thing i want to highlight is performance issues while handling large dataset. 
Like i encounter slowness.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

The tool is integrated with many different data sources and using it for generating analysis dashboard for my teams like sales teams.

  ### 42. Insights on IBM Cognos

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 07, 2024

**What do you like best about IBM Cognos Analytics?**

Easy accesible
Friendly UI
Features are very well designed

**What do you dislike about IBM Cognos Analytics?**

Monthly cost
Slightly difficult for newbie

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Creating dashboards using IBM Cognos makes everyone to understand the problem statement easily and useful to create more insights from the dashboard.

  ### 43. My Experience with IBM Cognos

**Rating:** 5.0/5.0 stars

**Reviewed by:** Rohit K. | Senior Project engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** April 16, 2024

**What do you like best about IBM Cognos Analytics?**

With the help of IBM Congnos Analytics i am able to create good and informative dashboard and with ease , it has helped the customers with decision making and and monitoring.
And the access to mobile for the reports is very handy.

**What do you dislike about IBM Cognos Analytics?**

As of now there is nothing that i found which i disliked about it

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It is helping customers with detailed analysis of the data which is helping them in monitoring and decision making for their business

  ### 44. Good but not bad

**Rating:** 3.0/5.0 stars

**Reviewed by:** Roopkumar M. | Associate Consultant, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 16, 2024

**What do you like best about IBM Cognos Analytics?**

I liked the fact that, the dashboards and reports were dynamic and well aided software for data visualization

**What do you dislike about IBM Cognos Analytics?**

According to me it seems a bit complicated to learn and the features are good but it's as bit complicated and time consuming to learn, without learning operation the software is not possible

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Particularly the inventory management part , when in my case the inventories mismanagement such as overstocking of certain items and stock out of other is prevented

  ### 45. Good BI platform

**Rating:** 3.5/5.0 stars

**Reviewed by:** Raj S. | Billing Operations Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 16, 2024

**What do you like best about IBM Cognos Analytics?**

Good query studio, Reporting studio feature 
powerful platform for use cased scenarios.
Good security

**What do you dislike about IBM Cognos Analytics?**

Not cost friendly compared to likes of Power Bi
IBM AI Sucks fo now

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

As operations analyst we tested Cognos Analytic for backlog inventory case scenario.
We had hard time since it was scary for first time and having just 30 days trial didn't impress us. 

Though it allowed us and FP&A department to prepare for forecasting inventory case model

  ### 46. Excellent tool in Our global reporting & Analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Pankaj S. | Finance Manager - Global SDI, Enterprise (> 1000 emp.)

**Reviewed Date:** March 27, 2024

**What do you like best about IBM Cognos Analytics?**

its a simple yet powerful tool. Help in Working accross multiple entities and let us manage our global data

**What do you dislike about IBM Cognos Analytics?**

Tool can be more smooth and more faster though i am happy with current speed too

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Helping in Handling large data for multiple entities

  ### 47. Well equipped BI tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Manjunath K. | Machine Learning Intern, Enterprise (> 1000 emp.)

**Reviewed Date:** March 25, 2024

**What do you like best about IBM Cognos Analytics?**

It is very useful in creating BI reports in an IBM enterprise system. Creating own custom SQL queries for custom joins.

**What do you dislike about IBM Cognos Analytics?**

Sending the report through email is not avaialable or not functional. No way to select multiple reports, individually regenerating manually and resending is the pain point which should be addressed soon.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Creating excel report for financial analysis and KPIs. Able to translate the content for multi language teams

  ### 48. Versatile and resourceful analytics tool that delivers.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Government Administration | Enterprise (> 1000 emp.)

**Reviewed Date:** December 03, 2023

**What do you like best about IBM Cognos Analytics?**

In an effort to better understand our data we started using this tool after trying a couple of other tools. Out of the box the tool is relatively easy to use. The interface is user friendly, and depending on your previous experience, is relatively easy to learn. Implementation is not too difficult, depending on your environment and knowledge, but make sure you have the computing power. The tool is pretty rich in features, and can be used daily as easily as any other tool. Able to analyze a variety of datasets. Many reporting features.

**What do you dislike about IBM Cognos Analytics?**

The tool appears to be computing resource-intensive, gobling up CPU cycles. If you don't have a powerfull enough computer, it can be a little frustrating. It does not work with all web browsers, so integration may be a little challenging.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

It helps us better understand financial and operational data.

  ### 49. Neat and curated

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 17, 2024

**What do you like best about IBM Cognos Analytics?**

Cognos analytics did good job in data visualization tools. It had a wide variety of data representation tools to get a better understanding of my project

**What do you dislike about IBM Cognos Analytics?**

One thing I would change aboutthe product is how Ui seems to be unresponsive sometimes

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

I helped me to get better understanding of my project

  ### 50. User friendly Analytics platform for running complex tasks

**Rating:** 2.5/5.0 stars

**Reviewed by:** Verified User in Automotive | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 07, 2024

**What do you like best about IBM Cognos Analytics?**

The ability to select and play around beacuse of how intuitive the interface is and how easy it is to get started.The ability to input all sources and integrations are well thought through

**What do you dislike about IBM Cognos Analytics?**

Most features are not hidden and not explained properly.

**What problems is IBM Cognos Analytics solving and how is that benefiting you?**

Understanding wear and tear failture patterns and how the parameters are used in identification


## IBM Cognos Analytics Discussions
  - [What are all the different types of prompt in Cognos?](https://www.g2.com/discussions/what-are-all-the-different-types-of-prompt-in-cognos) - 1 comment, 1 upvote
  - [Why only 10000 limit is kept in filters for dashboard](https://www.g2.com/discussions/why-only-10000-limit-is-kept-in-filters-for-dashboard) - 1 comment, 1 upvote
  - [Where can I find a free trial?](https://www.g2.com/discussions/free-trial-624f71a4-5540-49be-8d55-2e503ef2611a) - 1 comment, 1 upvote
  - [I heard Cognos Analytics 11.11 was out - where can I find more information?](https://www.g2.com/discussions/cognos-11-11) - 2 comments, 1 upvote
  - [Where can I find more answers on my questions?](https://www.g2.com/discussions/further-faqs) - 2 comments, 1 upvote

- [View IBM Cognos Analytics pricing details and edition comparison](https://www.g2.com/products/ibm-cognos-analytics/reviews?page=3&section=pricing&secure%5Bexpires_at%5D=2026-08-02+15%3A50%3A26+-0500&secure%5Bsession_id%5D=9cdeb4ec-7719-42d2-a4ec-f12b74babcc2&secure%5Btoken%5D=b0507cd643b47c13d8149c69354261f7cbf3cd033bf4f22b508a84254da9b356&format=llm_user)
## IBM Cognos Analytics Integrations
  - [Adobe Acrobat Reader](https://www.g2.com/products/adobe-acrobat-reader/reviews)
  - [Amazon Athena](https://www.g2.com/products/amazon-athena/reviews)
  - [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews)
  - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews)
  - [Apache HTTP Server Project](https://www.g2.com/products/apache-http-server-project/reviews)
  - [Apple Safari](https://www.g2.com/products/apple-safari/reviews)
  - [Azure Database for PostgreSQL](https://www.g2.com/products/azure-database-for-postgresql/reviews)
  - [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews)
  - [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews)
  - [Db2 Big SQL](https://www.g2.com/products/db2-big-sql/reviews)
  - [Denodo](https://www.g2.com/products/denodo/reviews)
  - [Dremio](https://www.g2.com/products/dremio/reviews)
  - [EXASOL](https://www.g2.com/products/exasol/reviews)
  - [IBM Netezza Performance Server](https://www.g2.com/products/ibm-netezza-performance-server/reviews)
  - [IBM watsonx BI](https://www.g2.com/products/ibm-watsonx-bi/reviews)
  - [IBM watsonx.data](https://www.g2.com/products/ibm-watsonx-data/reviews)
  - [Jira](https://www.g2.com/products/jira/reviews)
  - [MariaDB](https://www.g2.com/products/mariadb/reviews)
  - [Microsoft](https://www.g2.com/products/microsoft-2025-10-29/reviews)
  - [Microsoft 365](https://www.g2.com/products/microsoft365/reviews)
  - [Microsoft Edge](https://www.g2.com/products/microsoft-edge/reviews)
  - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews)
  - [Microsoft Fabric](https://www.g2.com/products/microsoft-fabric/reviews)
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [Microsoft Teams](https://www.g2.com/products/microsoft-teams/reviews)
  - [MongoDB](https://www.g2.com/products/mongodb/reviews)
  - [MongoDB](https://www.g2.com/products/ibm-mongodb/reviews)
  - [Mozilla Firefox](https://www.g2.com/products/mozilla-firefox/reviews)
  - [MySQL](https://www.g2.com/products/mysql/reviews)
  - [Oracle Database](https://www.g2.com/products/oracle-database/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [SAP BW/4HANA](https://www.g2.com/products/sap-bw-4hana/reviews)
  - [SAP BW Consulting](https://www.g2.com/products/sap-bw-consulting/reviews)
  - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
  - [SAP HANA on Azure Large Instances](https://www.g2.com/products/sap-hana-on-azure-large-instances/reviews)
  - [SAP IQ](https://www.g2.com/products/sap-iq/reviews)
  - [SAP NetWeaver](https://www.g2.com/products/sap-sap-netweaver/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews)
  - [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews)
  - [TIBCO Data Virtualization](https://www.g2.com/products/tibco-data-virtualization/reviews)
  - [Trinos](https://www.g2.com/products/trinos/reviews)
  - [Vertical](https://www.g2.com/products/vertical/reviews)
  - [VMware Greenplum](https://www.g2.com/products/vmware-greenplum/reviews)

## IBM Cognos Analytics Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Data Preparation**
- Connectors
- Data Governance

**Statistical Tool**
- Scripting
- Data Mining
- Algorithms

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Data Analysis**
- Analysis
- Data Interaction

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Decision Making**
- Modeling
- Data Visualizations
- Report Generation
- Data Unification

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts

**Personalized Intelligence - Analytics Platforms**
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications

## Top IBM Cognos Analytics Alternatives
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,679 reviews)
  - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,038 reviews)
  - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) - 4.4/5.0 (763 reviews)

