---
title: IBM Cognos Analytics Reviews
meta_title: 'IBM Cognos Analytics Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 505 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: 505
  scale: '5'
date_modified: '2026-08-09'
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---


# IBM Cognos Analytics Reviews
**Vendor:** IBM  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.1/5.0  
**Total Reviews:** 505
## 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. Tm1 for financial analysis

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** August 29, 2019

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

Tm1 is a very useful and resourceful tool that allows lots of scenarios to be analyzed and compared on a relatively easy manner.

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

It is a complex system that requires some level of background knowledge.

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

Analysis and continuous follow up of financial data. 

  ### 2. Cognos for Reconciliations

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** January 22, 2019

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

Cognos has been a huge help when it comes to reconciliation expenses between the two accounting code systems that I am required to use. Because my accounting systems do not feed into each other or utilize any of the same accounting codes. The reports I run in Cognos act as the middle-man for me to produce my reports.

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

I dislike that Cognos has to update overnight and it seems to have processing errors often. When we need to make a correction to an account, I have to wait until the next day to pull accurate transaction histories. It would be extremely helpful if Cognos could be refreshed more often. (The time frame for which Cognos updates might be an entity IT decision and not an actual Cognos decision, but for now, this is what I dislike.)

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

Account reconciliations that provide information for monthly board reporting and the annual financial report and audit. The report I utilize the most is the Transaction History Report.

  ### 3. New users, features coming quickly

**Rating:** 4.0/5.0 stars

**Reviewed by:** Teddi D. | Data Warehouse Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

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

That new  features that are needed are being quickly updated and usable in the tool - this makes it very viable and easy for end users to use.


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

Transformation off of some older management consoles come over partially or slowly; like  cognos administration is only 1/3 of feature of the older console version and it is way more flexible and can do bulk edits.  Do not put out a tool until it is fully functional

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

reporting, historical and current management and operational dashboards and reports - then to move to more predictive analytics and inject that in alsol

  ### 4. Best one to deploy

**Rating:** 0.5/5.0 stars

**Reviewed by:** Nithyananda S. | IT procurement Section Head, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

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

Its the best among the avilable and we are using this for some time and out ITS team is  happy with the product and support. we have also recommended to the other educational pratners in Qatar and their feedback is great and we are growing by day. 

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

well to be honest there is nothing much we could say on this as we are happy at the moment and so far it is going very well and even our partners in the group are happy and we welcome any thing further upgrade come on the way.

**Recommendations to others considering IBM Cognos Analytics:**

very much

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

interactive

  ### 5. A complete solution

**Rating:** 5.0/5.0 stars

**Reviewed by:** Christopher P. | Business Analytics Systems Architect, Defense & Space, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

The integration with other IBM Analytics Products like Cognos Planning Analytics and SPSS.  These integrations deliver a complete solution to bring the full breadth of knowledge directly to the decision makers.

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

The lack of interconnection with Cloud based products.  Would like it if we could integrate on prem Analytics and Planning Analytics with cloud offerings of Cognos Analytics, PAW, Watson Analytics, and other services for a hybrid cloud solution.

**Recommendations to others considering IBM Cognos Analytics:**

Integrate with Watson Analytics, Planning Analytics, and SPSS for a full solution

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

Workforce Analytics, Workforce Planning, HR Analytics

  ### 6. Excellent and Simple BI Tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nate L. | Data Modeler/Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

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

The intuitive interface makes developing reports and training other users very simple. There are lots of features with more coming at a frequent rate. The integrated AI assistant looks very promising.

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

There are some functionalities that are missing that seem basic and would help with overall user experience. One example is the select and search prompt cannot be resized and there are no plans to improve this feature. 

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

Allowing users to have the ability to write/customize their reports as well as schedule/subscribe has been amazing. 

  ### 7. Still exploring 

**Rating:** 2.5/5.0 stars

**Reviewed by:** John N. | Data Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** February 14, 2019

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

The user interface is fairly easy to use. I been using the product for about 1 week. However, I have used other products as ArcGis and Tableu. I feel that they are all related. But I feel I need more experience with Cognos. 

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

Recommended graphs and charts. Some of the recommended graphs and charts were not what I wanted. 

**Recommendations to others considering IBM Cognos Analytics:**

Watch Tutorial online and do the tutorial problems.

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

IBM Cognos Analytics works fast. I like how you can get answers almost instantly. 

  ### 8. IBM can improve the user experience 

**Rating:** 2.5/5.0 stars

**Reviewed by:** Rinku S. | Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

The various types of analysis gives us the user a lot of options. Also the metrics and data manipulation available is quite diverse. The integration to other dataset seems limited. 

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

The user experience/UI is very 90s. I have been using Einstein Analytics for my client and they love the UI and how easy it is to manipulate the data. In additon, it offers the avability to integrate with other datasets. 

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

We do not use IBM Cognos Analytics for our client. 

  ### 9. Great Product, needs some customization

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** February 11, 2019

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

Simplicity.  The product works great and wonderful product integration with Data.  The search is powerful and visualizations are great..

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

Not exactly dislike.  Too many powerful features and not organized as story books. If they were guidewires or guide by examples, that would have been wonderful.

**Recommendations to others considering IBM Cognos Analytics:**

Plan pretty well and know the features, power and tricks before you take other products' comparison stories. Those products cannot meet the meta data management or, automated queries of IBM Product. They are no where near.

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

We are moving our data into cloud and need to do plenty of data standardization. IBM Cognos quickly helps us, without writing queries, figure out our data, anomalies in the dimensions and the data distribution.

  ### 10. Positive with more Analytics needed.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Lee A. | Lead Analyst, Application Development, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 12, 2019

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

I like that as  an IT member, we can expose data using a Framework Model and Data Package then the business can drag-and-drop whatever they want to create their own Report and Dashboard.

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

Creating a conection directly to a Data Source, without creating a Framework Model and Data Package, is very limiting in what the users can do.  

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

Allowing the business community to create their own Reports and Dashboards without waiting for IT.

  ### 11. Cognos review

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** February 12, 2019

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

I feel that the cognos suite of analytics is a phenomenal too for clients to develop key insights in order to develop KPI's and to continue to serve organizations.

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

The initial set up can be cumbersome in some client environments. If the client has a smaller environment and not enough resources to analyze data or set up adequately, finding resources to properly make use of the data can be a challenge as well.

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

Gain better insights into the clients business, being able to develop KPI's surrounding not only growth initiatives but also a better ability on evaluating current business practices and the value they bring to the business

  ### 12. Good analytics for BIG data

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** November 16, 2018

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

Cognos is a really useful, powerful platform that can handle a LOT of data and gives you the freedom to organize and compare data in many different ways.  I can look at trends in data over different years, quarters, months, etc, and I can also compare across departments at my company depending on how I query the data.

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

There is a fairly steep learning curve when using Cognos. It isn't always very intuitive, but lots of that has to do with how your company sorts and organizes their data. Also, there isn't a great way to visualize the data other than by using numbers. It isn't great at helping outsiders understand the information quickly.

**Recommendations to others considering IBM Cognos Analytics:**

If you're expecting Cognos to be like Tableau or other data visualization software, this isn't for you. It's good at handling BIG data and keeping track of thousands of lines of information, but it doesn't do much to visualize it. It can present it in numeric forms and 

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

We are able to find trends, answer specific questions that department heads have, and track expenses, budgets, basically any data that we want to. As long as the people who need the answers understand the basic information at our company, Cognos does a great job of helping everyone move forward with better information.

  ### 13. Excellent Analytics tool for Business Users

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** February 11, 2019

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

Ease of use.  The interface has been improved to make it easier for non-IT reporters to quickly build reports.  The customization and explandability of the platform and GUI tools to expland capabilities out of the box.

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

It is almost too easy and end users quickly think they are experts without actually learning the tool.

**Recommendations to others considering IBM Cognos Analytics:**

Strong self service reporting platform.  Take the time to setup proper procedures and standards before rolling it out to business users for self-reporting tasks.

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

We use Cognos for business unit reporting.  We have trained SMEs to build dashboards and business level reports that have severly cut the daily and monthly reporting processes.

  ### 14. Easy implementation, and customizable- A complete pack for Cloud Architect

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jack H. | Cloud Architect, Computer Software, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 25, 2018

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

The product is really very advanced with loads of options, very intuitive and very customizable. The frontend portal is very well secured.

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

Sometimes it becomes slow in issuing the large data. Except that it is perfect. I believe developers would fix this issue in upcoming update.

**Recommendations to others considering IBM Cognos Analytics:**

Compare vendors thoroughly and make sure that which software meets your requirement.And I believe that this might fulfill your requirements because it has all features which a Cloud Architect requires and also it is cost effective for long term.

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

Well I was not able to focus on another task just because I have to take care of my data and its analysis which is now been done very often even without wasting my time to gather data and analyse it. Because now its been done just one click. 

  ### 15. Its come a long way

**Rating:** 4.0/5.0 stars

**Reviewed by:** Michael N. | Technical Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

Started using Cognos reporting solution when it was report studio, lots of improvements around visualizations. Dashboards are a huge improvement for our sales folks, and helps display data in a meaningful way.

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

The new user interface for report authoring seems clunky and disjointed. 

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

we are able to do all reporting and meet all visualization needs anywhere from manufacturing to sales to finance. 

  ### 16. Cognos for Customers

**Rating:** 4.5/5.0 stars

**Reviewed by:** Alfonso M. | Alfonso Mezo, Small-Business (50 or fewer emp.)

**Reviewed Date:** February 12, 2019

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

We are working wit a customer in Mexico for deployment of Cognos soluction to establish a BI solution for their Sales Department and it looks and feels very well, nothing to do with the older version of Cognos

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

The lack of sales training for us Business Partners

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

The customer needs to have a better understanding of tehir businness and their customers needs

  ### 17. Painful upgrade on prem

**Rating:** 3.0/5.0 stars

**Reviewed by:** Jamie J. | Information Systems Director, Enterprise (> 1000 emp.)

**Reviewed Date:** February 11, 2019

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

I like the new UI, and  the new modules - like explore, dashboard and AI assistant

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

the change from js to custom js controls was sudden & painful, and writing custom controls does not have good documentation

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

I am looking at call center data for relationship and insights that no one has had the resources to so far

  ### 18. Cognos Dashboards are a great product

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jake  S. | HRIS Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

I like the ease and speed of being able to put a visualization together and can get in the hands of the consumer quickly.

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

I dislike that commands can't be used across different packages.

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

We are putting HR data into the hands of decision makers faster and more accurately than ever before.

  ### 19. Powerful report writer 

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** June 05, 2019

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

Congos makes it easy to access oracle databases

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

Not always intuitive to use but can be useful with training

**Recommendations to others considering IBM Cognos Analytics:**

Powerful report creator, takes some training. 

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

Easy to create reports on large data sets 

  ### 20. Good product for in house analytics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Leighton W. | Lead Programmer Analyst II, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

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

The ability to build a custom model in Framework Manager to standardize the data model across teams.

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

Lack of source control and versioning support.

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

We replaced a third party reporting application that was owned by a competitor and wrote our own external facing reporting application to support our clients.

  ### 21. Refreshed Cognos experience for Analytical users

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** October 04, 2018

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

Refreshed interface, Dashboard interface, improved visualizations, ease of use for non technical users.
Frequent releases for fixes and enhancements.
Ease of applying the releases. 


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

Old Admin Console (within Cognos connection), Configuration dialog is out of date. The interface is sluggish at times and struggles to load content when the count is more than 20. For example: If a particular folder has 50 reports, it takes a while to load the content vs a folder with 5 reports. Mobile is app is very unfriendly on ipads thereby making users rely on native browsers such as ipad which deters users from using Cognos on Mobile devices. 



**Recommendations to others considering IBM Cognos Analytics:**

Cognos has greatly evolved in the past 2-3 years and is on the path to modernize the Analytical reporting. Greatly recommended if looking for the next age BI solutions.

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

Dashboards are very easy to compile when compared to earlier versions of Cognos (10.x and 8.x). User adaptability and user training is much easier due to friendly interface. The improved analytical capabilities have improved the business perception towards Cognos as a reporting tool.

  ### 22. Cognos is a great reporting tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Amanda W. | Controller, Financial Services, Enterprise (> 1000 emp.)

**Reviewed Date:** January 23, 2019

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

IBM Cognos Dashboard Embedded is a great reporting tool. It allows you to view reports and information that normally would be too large and timely to digest. 

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

The creation is a little difficult, but overall, it is a great product.

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

This allows you to manipulate big data into reports that management actually wants to look at.


  ### 23. scaleable and benefit for the user

**Rating:** 5.0/5.0 stars

**Reviewed by:** Markus B. | Product Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

it is suitable for big organisation and gives user a lot opportunites to analyse data 

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

in former times it took some time to get the new visualization

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

we give our user a flexible tool to analyse data by their self based on a standardized solution

  ### 24. Simple and User friendly to meet end user needs

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** February 11, 2019

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

Simple user friendly dashboard interface and the power it gives to end user to explore data 

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

With move to Cognos Analytics 11 lot of user interfaces changed drastically that needed extra end user training.

**Recommendations to others considering IBM Cognos Analytics:**

Simple and powerful end user data exploration tool

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

Cognos dashboard has been a great addition and now lot of enhanced consumers are able to answer many of their questions themselves. With drillthrough capability added in 11.0.13 that will also allow them to get detailed data that contributes to charts.

  ### 25. Cognos Analytics

**Rating:** 3.5/5.0 stars

**Reviewed by:** Aaron V. | Lead Business Intelligence Developer, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

Powerful report development. Detailed customization options

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

Dynamic cubes are cumbersome to build/support.  Don't have a good replacement for power play and transformer is no longer recieving enhancments

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

Daily reports on key metrics go to the whole company and result in measured improvements on metrics

  ### 26. IBM Cognos Analytics works for us

**Rating:** 5.0/5.0 stars

**Reviewed by:** Christopher F. | Business Developer III, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 12, 2019

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

IBM Cognos Analytics is a great tool to streamline our data out to our customers. Great reports and chart making with ease.

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

Nothing to speak of right now. Things are going smoothly.

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

Putting the data in to teh hands of our business usres.

  ### 27. Cognos has been instrumental in its ability to meet reporting needs of our government customer.

**Rating:** 5.0/5.0 stars

**Reviewed by:** David B. | Strategic Account Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

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

Cognos has several installations within many of our government customers who use its scalabale delivery of business reporting capabilities.,

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

There is  nothing about Cognos that our customers who are using it disline.

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

Cognos offers a scalable offering that is both agile and effective.

  ### 28. Cognos admin user

**Rating:** 4.0/5.0 stars

**Reviewed by:** daryl b. | Dev Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

The modeling of the data and the fact that the data needs to be structured before it gets ran in reports  FM modeling 

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

the complex mature of mass changes.  some times the admin is tough

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

solving issues with mass updates and security

  ### 29. Feedback on IBM Cognos on Cloud as part of the IBM OMS CoC Offering

**Rating:** 2.5/5.0 stars

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

**Reviewed Date:** February 11, 2019

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

Good analytical platform and works well based on the data/access. 

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

Currently, there are several issues with the Cognos reporting for IBM CoC-OMS solution. We struggled using the Cognos platform for holiday support. Currently there are gaps in keeping the system in sync or run reports on a timely basis. Need to improve on this offering as operational reporting is key part for running the business. 

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

Sourcing decisions and adjusting inventory postions as requried. Analyzing stuck orders within the OMS systems,. 

  ### 30. Cognos leaps back into the BI Competition

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** February 06, 2019

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

Enterprise BI at its best drawing on 40+ years of Enterprise BI experience.

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

Perceived as old school and ownded by IT, but now available in the Cloud using advanced AI technologies.

**Recommendations to others considering IBM Cognos Analytics:**

If you've not taken a look at Cognos in a few years - make sure you do now!!! It's come a long way from the days of Series 7, now incorporating the benefits of Watson Analytics (RIP).

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

Solid BI from operational reporting to adhoc query. Easy self-service and guided analytics.

  ### 31. Great product

**Rating:** 3.5/5.0 stars

**Reviewed by:** Komal A. | HRIS Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

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

Cognos Analytics is a great analytics product and it has been improved a lot in the coming years

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

Search on the new Cognos is horrible. The new search capability in Cognos 11 is not exactly one of the greatest

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

None

  ### 32. IBM Cognos

**Rating:** 2.5/5.0 stars

**Reviewed by:** John P. | Senior Data Warehouse Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** February 11, 2019

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

Ability to generate and distribute a large amount of reports across the corporation

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

The visualizations are not on par with other products.  With each release the dashboarding products change

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

Provide a platform for the user base to access the Warehouse

  ### 33. Looks cool

**Rating:** 3.5/5.0 stars

**Reviewed by:** Candice B. | Sytems Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 15, 2019

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

Provides fancy graphics that tells the story easily for Executive Management

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

not end user friendly.  Must rely on more technical users to complete reporting

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

Executive reporting,  Graphic solutions and tells story with pictures that can be interpreted fastest

  ### 34. Robust tool set and integrates well with Excel

**Rating:** 4.0/5.0 stars

**Reviewed by:** Manuel S. | Business Unit Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** February 14, 2019

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

Integration with Excel and ability to marry multiple data with real-time data refresh

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

Some lag in calculations when using remotely

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

Correlating data and providing insights to business execs. Gain a basic knowledge of the levers of the business.

  ### 35. Exploring IBM Products

**Rating:** 5.0/5.0 stars

**Reviewed by:** Roland C. | HR Business Systems Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

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

How powerful Cognos Analytics is and the many ways Cognos could be used. 

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

My lack of product knowledge on the various products IBM offers. 

**Recommendations to others considering IBM Cognos Analytics:**

Take advantage of the training classes offered. 

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

Reporting and visualizations used to make decisions.  

  ### 36. Cognos Analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Molly H. | Global Business Analytics and Reporting, Information Technology and Services, Enterprise (> 1000 emp.)

**Reviewed Date:** February 14, 2019

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

It is a powerful tool for users to gain insights to analytics and reporting data.

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

There are no dislikes that I have at this time.

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

We are providing data to our business partners with the adhoc capabilitites.

  ### 37. Great Enhancements

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** February 12, 2019

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

Cognos Analytics in Version 11 completetly changed against the old version 10. There are great enhancements in the user interface and the possibilities to build reports, dashboards, ...

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

There are no good possibilities to migrate from an older version 10 data model package to a current Cognos Analytics data module.

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

We are using Cognos Analytics to build reports against monitoring data. With this data the users are able to analyse which technologies produce most issues.

  ### 38. good

**Rating:** 4.0/5.0 stars

**Reviewed by:** hassan a. | system design engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

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

variety of items available. there is enough booths to enhance the productivity of ibm products.

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

not enough knowledge on TM1 and cognos with TM1 cubes. Not much contents/demos/labs on dimensional data

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

cubes, summarizing and descripting data

  ### 39. Full spectrum BI tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Graziele R. | CEO, Enterprise (> 1000 emp.)

**Reviewed Date:** February 11, 2019

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

Enterprise ready full spectrum BI tool. Good controls and metadata management and modelling.

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

Can be slow get get managed data in and start basic reporting

**Recommendations to others considering IBM Cognos Analytics:**

Consider cloud based implementation  for faster ROI

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

Customer invoices and itemised billing.

  ### 40. Cognos Analytics (on prem) Review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Reginald J. H. | Manager, Analytics and Business Intelligence, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2018

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

Intuitive user interface; larger selection of data sources

Please consider Martin Marietta as a beta customer in the future. We would be more than happy to evaluate future releases and functionality.

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

Lost functionality with drill down/drill through in going from CA11.0.11 to CA 11.0.12. My team has submitted documentation on this issue and an APAR has been created.

Performance issues exist in IE that don't exist when using Chrome.

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

Flyout prompt pages are saving users lots of time as opposed to going back to a prompt page in C10. Users are more excited about the interface and user adoption has increased.

  ### 41. Very efficient reporting and analytics, abit lagy  

**Rating:** 4.0/5.0 stars

**Reviewed by:** Assmaa E. | Editor, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 22, 2019

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

Everything is setup by our IT dept but the way reporting is displayed is very informative and keeps track of everything

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

It sometimes is abit lagy and slow, may be it's because we run it through Citrix Receiver remotely 

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

Business intelligence reporting and analytics

  ### 42. The Cognos Software review

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** January 22, 2019

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

The design is nit loaded with unnecessary details

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

That I have to highlight the order number before taking any actions in the order in the orders window, if I forget so, nothing will happen

**Recommendations to others considering IBM Cognos Analytics:**

None

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

We are using it to manage our ordering system

  ### 43. Work on Cloud

**Rating:** 4.5/5.0 stars

**Reviewed by:** Raveendra Babu G. | Dashboard, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

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

Less Maintains on servers to easy to communicate and also reduceing the man power

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

Always with some server side fix to work our application

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

we can knowing where we are in our business

  ### 44. Can be hard to navigate

**Rating:** 2.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** October 29, 2018

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

It is really useful for peeling back layers of data to filter to one's specific needs.

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

It is hard to get used to and not incredibly user friendly at first.

**Recommendations to others considering IBM Cognos Analytics:**

Take time to get to know the product and its various functions, like cubes.  Once you become familiar it gets much easier to use and find the data you need.

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

I am able to manipulate my company's data to ensure there is equity with staffing.  We are then able to adjust anywhere we need to.

  ### 45. Review of 11.1

**Rating:** 0.0/5.0 stars

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

**Reviewed Date:** February 12, 2019

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

The functionality is wide throughout the product.  It just does not do dashboards like other products, but also does enterprise reporting that other products do not do.

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

Mapping is not up to speed as other products, dashboarding is coming along fine but still needs to catch up with products such as Tableau and PowerBi.



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

Client questions based on what they ask.  Data questions answered faster and at a lesser cost.

  ### 46. Enterprise wide Analytics tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Georges D. | President, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

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

Gouvernance, security and report distribution mecanism 

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

Complicated for non eperienced end users. Lack features and easiness for self-service

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

Get the right information to the right people on time for decision making

  ### 47. Even better than the on premise version of the software

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 11, 2019

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

Easy to buy, easy to deploy, with all the power of Cognos.  The new interface with a cloud deployment option is a game changer for my clients.

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

It took too long to get this version of the product released.  IBM please put more money into the IBM analytics development team.

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

Pixel perfect reporting, report distribution, end user report creation and query, all in a modern web interface.  Goodbye Tableau!

  ### 48. Good platform for data sourcing

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** March 05, 2019

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

Can connect and retrive any data needed for analytics. It has multiple inputs for admins and employees can source any data in a format of their choice easily. 

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

Functions are a bit minimal. More options required for filtering data.

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

Using the data sourced, I create data models to give a clear picture. Based on which strategies are developed.

  ### 49. Good software but expensive for personal use

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** January 17, 2019

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

I like how cognos makes it easy to build dashboards without having to go much in depth of the query building and  optimization.

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

There are a few things which only an experienced person can figure out and pay attention to details. A beginner might miss out on things like this.

**Recommendations to others considering IBM Cognos Analytics:**

Make sure that you get trained by an experienced professional before you start using it yourself.

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

Built a dashboard for a major american bank for analytics of their customers.

  ### 50. What I like about Cognos

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** February 13, 2019

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

Cognos is an easy to use solution for tradional BI and reporting. Features are stable and provide consistent results.

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

New features that get added but are not built-out sufficiently to actually utilize in a production environment with very picky customers

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

We have 4000 users who have traditional BI, Transformer and PowerPlay reports.  Self-service for sales and customer service employees, HR and Financial reporting, among others


## 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=6&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-08-12+11%3A39%3A31+-0500&secure%5Bsession_id%5D=27dee5df-ce5b-4b28-a9d2-367de6d6935c&secure%5Btoken%5D=f4140cc25163121e61a27ff7a68b4b1eea05928e6035b27f21b2b49695878661&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
- Customizable Reports
- Marketing Reports
- Sales Reports
- Activity Dashboard
- Interactive Reports
- Customizable Reports
- Customizable Reports
- Activity Dashboard
- Customizable Dashboard

**Data Preparation**
- Connectors
- Data Governance

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

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

**Data Analysis**
- Analysis
- Data Interaction
- Time Series Analysis
- Trend Analysis

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

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

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

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling
- Natural Language Search
- Visual Discovery
- Data Blending
- Data Blending

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

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

**Additional Functionality**
- Demand Forecasting
- AI/Machine Learning
- Drag & Drop
- For Healthcare
- Forecasting
- Data Extraction
- Third-Party Integrations
- Decision Support
- Modeling & Simulation
- Alerts/Notifications
- Reporting/Analytics
- Multiple Data Sources
- For Retail
- For Education
- Data Discovery
- Graphical Workflow Editor
- Performance Metrics
- Business Rules Management
- AI Copilot
- Natural Language Processing
- Data Transformation
- Data Clustering
- API
- Data Blending
- Data Classification
- Workflow Management
- Workflow Automation

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services
- Real-Time Analytics
- Reporting/Analytics
- Real-Time Analytics
- Reporting/Analytics
- Visual Analytics

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

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs
- Real-Time Data
- Real-Time Data
- Third-Party Integrations
- Third-Party Integrations

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

**Additional Functionality**
- Drag & Drop
- Secure Data Storage
- Data Import/Export
- Customizable Branding
- Dashboard Creation
- Access Controls/Permissions
- Real-Time Reporting
- Metadata Management
- Forecasting
- Data Storage Management
- Ad hoc Analysis
- Ad hoc Reporting
- Data Migration
- AI Copilot
- Self Service Data Preparation
- Search/Filter
- Data Mapping
- Monitoring
- Sentiment Analysis
- User Management
- Sales Trend Analysis
- Charting
- Reporting & Statistics
- Performance Metrics
- Alerts/Notifications
- Data Extraction
- Widgets
- Storytelling
- Trend Analysis
- Collaboration Tools
- Financing Management
- Self-service Analytics
- KPI Monitoring
- Dashboard
- API
- Data Integration
- Scorecards
- Data Management
- Task Management
- Progress Tracking
- Data Connectors
- Data Visualization
- Profitability Analysis
- Project Tracking
- Strategic Planning
- Goal Setting/Tracking
- Publishing/Sharing
- Predictive Analytics
- Real-Time Monitoring
- Templates
- Mobile Access
- Customizable Templates
- Workflow Management
- Financial Reporting
- Audit Management
- OLAP
- Single Sign On
- Data Synchronization

**Additional Functionality**
- Generative AI
- AI Copilot
- Access Controls/Permissions
- Mobile Reporting
- Data Mapping
- Multiple Data Sources
- Forecasting
- Customizable Branding
- Charting
- Customization
- Role-Based Permissions
- Real-Time Analytics
- Workflow Management
- Collaboration Tools
- Ad hoc Query
- Data Extraction
- Data Synchronization
- Application Development
- Real-Time Reporting
- Reporting & Statistics
- Geographic Maps
- Widgets
- SSL Security
- Reporting/Analytics
- Self-service Analytics
- Ad hoc Analysis
- Data Capture and Transfer
- Integration into Third Party Applications
- Ad hoc Reporting
- Visual Workflow Management
- Visual Analytics
- Single Sign On
- Trend Analysis
- Predictive Analytics
- Data Visualization
- Data Connectors
- Benchmarking
- Alerts/Notifications
- Streaming Analytics
- Mobile Access
- Drag & Drop
- Dashboard Creation

**Additional Functionality**
- Customizable Branding
- Natural Language Processing
- Data Extraction
- AI Copilot
- Ad hoc Reporting
- Real-Time Reporting
- Publishing/Sharing
- Collaboration Tools
- Strategic Planning
- Self Service Data Preparation
- Trend Analysis
- Text Analysis
- Real-Time Monitoring
- Data Synchronization
- Widgets
- Benchmarking
- Performance Metrics
- Data Mapping
- Generative AI
- Trend/Problem Indicators
- Customizable Templates
- Access Controls/Permissions
- Data Import/Export
- Profitability Analysis
- OLAP
- Alerts/Notifications
- Search/Filter
- Drag & Drop
- Data Connectors
- Multiple Data Sources
- Key Performance Indicators
- Dashboard Creation
- Role-Based Permissions
- Data Mining
- Forecasting
- Ad hoc Query

## Top IBM Cognos Analytics Alternatives
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,680 reviews)
  - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,055 reviews)
  - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) - 4.4/5.0 (762 reviews)

