IBM Cognos Analytics vs. SAP BusinessObjects Business Intelligence

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
IBM Cognos Analytics
Score 6.9 out of 10
N/A
IBM Cognos is a full-featured business intelligence suite by IBM, designed for larger deployments. It comprises Query Studio, Reporting Studio, Analysis Studio and Event Studio, and Cognos Administration along with tools for Microsoft Office integration, full-text search, and dashboards.
$10
per month per user
SAP BusinessObjects Business Intelligence
Score 6.5 out of 10
N/A
The SAP® BusinessObjects™ Business Intelligence Platform provides users with ad hoc queries, reporting, data visualizations, and analysis tools. Its integrated, unified infrastructure aims to offer scalability from one-to-many tools and interfaces on-premise, in the cloud, or as a hybrid approach.N/A
Pricing
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
Editions & Modules
On Demand - Standard
USD 10.00
per month per user
On Demand - Premium
USD 42.40
per month per user
On Demand - Standard
USD 10.60
per month per user
No answers on this topic
Offerings
Pricing Offerings
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
Free Trial
YesNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeOptionalNo setup fee
Additional Details
More Pricing Information
Community Pulse
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
Considered Both Products
IBM Cognos Analytics
Chose IBM Cognos Analytics
Tableau, Power BI, QlikView were the other options considered. Tableau lacked the following key components of business intelligence and analytics. Some other statistical functions that are available on the platform were not matched by Power BI. QlikView lacked robust …
Chose IBM Cognos Analytics
We selected IBM Cognos Analytics based on the following. The scalable and robust features for large organizations allowing it to grow as we do. The nest feature is the strong data governance and security features. It also supports a wide variety of data sources. Lastly, it …
Chose IBM Cognos Analytics
It was due to trust in IBM. Very good support provide by IBM. Response time is pretty good
Product is proven in past & well robust feature
Many good enterprises have used this product
Chose IBM Cognos Analytics
My company selected IBM Congos Analytics because of its advanced features and data representation for data analysis. Its row and column features are very effective for creating dashboards and reports to visualize data. It's chart representation and view format are very …
Chose IBM Cognos Analytics
Not to be compared. Completely different products.
Chose IBM Cognos Analytics
It does well however, we need more user friendly interfaces, integration options and visualizations.
Chose IBM Cognos Analytics
IBM Cognos Analytics is our legacy BI solution. It hadn't stacked up well against its modern contemporaries. We are thinking of replacing it with Microsoft BI.
Chose IBM Cognos Analytics
Cognos provides very advanced analytics functionalities, maybe even more advanced than the competition, and works great when used in collaboration with Watson. However, Tableau and other newer products are much better regarding overall usability.
Chose IBM Cognos Analytics
We looked at Qlik Sense, SAP Analytics Cloud, and IBM Cognos Analytics for our financial brand's needs. Qlik Sense is super user-friendly, great for quick data digging. SAP Analytics is perfect when we're working with other SAP stuff; it just clicks. But for our big project, …
Chose IBM Cognos Analytics
IBM Cognos comes close to Data Central. It has some pros & cons over Data Central. Pros: 1. We use the tool for data modeling as it helps in predictive data analysis for complex data, which is very much in line with real-life scenarios. 2. Has a mobile application that works …
Chose IBM Cognos Analytics
IBM Cognos has a lot more deep, robust, AI-driven Business Intelligence features that remove some of the manual work. Automation is a lot more seamless and ease of making data available and digestible by several non-technical business partners.
Chose IBM Cognos Analytics
Cognos Analytics provides wide range for reporting, data visualization, and self service analytics. Cognos has strong security and governance features. Sigma computing is purely cloud native approach and has spreadsheet like interface and doesn't provide many customization …
Chose IBM Cognos Analytics
I feel like IBM Cognos Analytics offers a more in depth look into the business’ analytics and data and has more functionalities with AI.
Chose IBM Cognos Analytics
While all of them have their own advantages. IBM Cognos Analytics is highly scalable and have unmatched data analytics capabilities which makes the data from IBM Cognos Analytics of very high quality and data governance also makes sure your data is safe and protected.
Chose IBM Cognos Analytics
IBM Cognos Analytics is a relatively late entrant in the BI space - dominated by Tableau and Qlik. it works well for 80% of our use cases and is easy for a non technical user to start using. Also due to enterprise licensing, its easier to distribute internally.
Chose IBM Cognos Analytics
In the past Management had used Excel and Workiva capabilities to create the reporting dashboards that were being used to make decisions. Since switching to IBM Cognos Analytics the Company has been much more efficient and decision making has been streamlined. IBM Cognos …
Chose IBM Cognos Analytics
I like the cloud native character and ease of deployment with Sigma and ThogthSpot, I also like the metadata modelling capabilities of Power BI. I prefer the ability of Cognos to create and publish a metadata model that provides both ad hoc access and managed reporting and …
Chose IBM Cognos Analytics
They are better in Dashboarding and performance analysis.
Chose IBM Cognos Analytics
Microsoft Power BI has a more user friendly interface and it is integrated very well with the other Microsoft products but IBM Cognos Analytics has a more advanced reporting and complex data analysis capabilities.
Chose IBM Cognos Analytics
We have alot of resources already invested in Cognos and it would be a humongous effort to migrate. CA is more inline with Power BI and Tableau now that there are dashboarding capabilities.
Chose IBM Cognos Analytics
We could deliver a corporate wide solution with Cognos, it is an end-to-end platform. No other option provided the same breadth of scope. I can't think of a feature that the others provide that Cognos lacks, but the others do not provide the same features and governance of …
Chose IBM Cognos Analytics
No need to physically share data with developers, users. All we need is to send the server URL.
Chose IBM Cognos Analytics
IBM Cognos Analytics with Watson is an enterprise ready tool and could provide end to end functionality expected from a BI tool. Provides integration with custom applications as well as provides not just high end visualizations that Tableau or PowerBI provides but also the very …
SAP BusinessObjects Business Intelligence
Chose SAP BusinessObjects Business Intelligence
This has the biggest drawback of handling the large data volume which I feel is needed as this is time-consuming and making decisions at the right time is getting harder and we have decided to move to this platform considering the time taken to process the data.
Chose SAP BusinessObjects Business Intelligence
We are using SAC as well but the Schedule part of SAC cannot be compared to SAP BusinessObjects Business Intelligence schedule.
Chose SAP BusinessObjects Business Intelligence
Microsoft's Power BI has certainly gained a lot of attention and became a leader in Gartner's magic quadrant. This is certainly a good product for average data volume which can be handled in the cloud, however, SAP BI is capable of handling much more data with complex reporting …
Chose SAP BusinessObjects Business Intelligence
SAP Business Objects have better security model than Tableau. One can setup a lot of security permissions as compared to a tool like Tableau. Tableau is good for creating visualizations/dashboards but not very great for operational reporting. Scheduling features are much better …
Chose SAP BusinessObjects Business Intelligence
Other offering include PowerBI and Tableau. Both alternatives have different licensing options to consider, in terms of capabilities, they increase in conjunction with the license price.
Chose SAP BusinessObjects Business Intelligence
When we get the installation of the SAP BO BI Platform done on one of the BO servers, we get a whole of stacks of SAP BO BI suite tools installed. This is a package that has reporting tools inside it. For instance, web intelligence-rich clients, sap crystal reports, etc. We can …
Chose SAP BusinessObjects Business Intelligence
Board is a great ERP software. Business Objects is more nimble and flexible. Board is good if the Dash Boards and screens are relatively static and have selection/filter options. Business Objects is if you do lots of ad-hoc analysis and reporting on the fly.
Chose SAP BusinessObjects Business Intelligence
I'd say they are on a par with each other. AppD definitely provides very technical insights, whereas BI provides better business reports.
Chose SAP BusinessObjects Business Intelligence
MicroStrategy Analytics and IBM Cognos Analytics is costlier compared to SAP BusinessObjects Business Intelligence (BI) Platform stacks. SAP BusinessObjects Business Intelligence (BI) Platform stacks is user friendly, easy to adapt, easy to train resources and get them …
Chose SAP BusinessObjects Business Intelligence
Even though all these tools are very similar to each other, SAP BusinessObjects Business Intelligence (BI) Platform does have better integration with the database than other competitors such as Microsoft Power BI. On the side of SAP BusinessObjects Business Intelligence (BI) …
Chose SAP BusinessObjects Business Intelligence
SQL Server Integration Services, Tableau Prep and Tableau Desktop
Chose SAP BusinessObjects Business Intelligence
SAP BO BI is very similar to Microsoft Power BI. However, SAP BO BI is much stronger in terms of analytics and document management while Power bI is stronger in data visualization and big data integration. SAP BO BI is a great tool within its ally, which is performance analysis …
Chose SAP BusinessObjects Business Intelligence
There is no special differentiation point. My companies were using SAP as their main ERP and therefore using the SAP BO BI for reporting and analysis purposes. Some reports were defined to be released periodically but these reports were needed for day to day information. We …
Chose SAP BusinessObjects Business Intelligence
Earlier, I used SAP BW's BEx tools for reporting, but it was challenging to format the report data and export to different formats. SAP BEx tools can access data from limited sources where as SAP BO can access data from most of the datasources which is why I prefer using BO …
Chose SAP BusinessObjects Business Intelligence
An upgrade to SAP BW/4HANA could be considered to get better performance. But if performance is not a huge problem, SAP BusinessObjects BI is a good solution on-premise.
Chose SAP BusinessObjects Business Intelligence
We tried YellowFin BI but it did not work for our business model. It was nice and the user-experience was good but ultimate we sided with SAP Business Objects BI Platform because the visual reports that were produced were simple and easy to understand. We need that level of …
Chose SAP BusinessObjects Business Intelligence
Crystal was part of the platform prior to my tenure. Explorer has always had a limited use case. I helped drive the conversation for Visual Intelligence and by the time we acted, it turned into Lumira which can't hold a candle to Tableau or Power BI.
Chose SAP BusinessObjects Business Intelligence
SAP BusinessObjects Business Intelligence (BI) Platform is an on premise solution that allows you to display information hosted on an SAP BW / 4 HANA server.
SAP Analytics Cloud is SAP's business intelligence solution that works in the cloud and is complemented by SAP …
Chose SAP BusinessObjects Business Intelligence
As we have been using SAP ERP, having SAP BI was one of the key factors in our choice. Also design efficiency, variety of data sources' integration and document versioning gave better advantages to SAP BI over others. Also adding SAP BI during the SAP ERP rollout provided …
Chose SAP BusinessObjects Business Intelligence
Crystal Reports has the most features that we need for our custom and purpose built reports.
Chose SAP BusinessObjects Business Intelligence
We selected SAP BusinessObjects Business Intelligence (BI) based on price. It can stack up against others in terms of price and honestly, that's about it. Salesforce Commerce does a hell of a better job at handling it. However, in the space of Business Intelligence, SAP can do …
Chose SAP BusinessObjects Business Intelligence
Sometimes configuration is challenging (unless you are also very familiar with setting up Java VMs). I like the meta-data layer design tool. I like that there are thick and thin versions of the tools users use. Users at this point try to build a report themselves rather than …
Chose SAP BusinessObjects Business Intelligence
We currently have implementations of both Microsoft BI and SAP Business Objects so our enterprise has found reasons for both. Some users prefer BI over SAP and it depends on the department they are working for. SAP was chosen for the more complex tasks that require large data …
Chose SAP BusinessObjects Business Intelligence
I use the platform as it is all that is available to me. I have no ability to query the warehouse directly probably for good reason. I have been using PowerBI and I know it can connect to the warehouse and do the query and visualization in real time. However, our admins will …
Chose SAP BusinessObjects Business Intelligence
That was the best alternative that could connect to our ERP instances. The availability of SAP Rapid Marts that could be leveraged to pull data models for specific SAP areas such as Sales tables, Production, Maintenance, and others was also a very important differentiation. …
Features
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
BI Standard Reporting
Comparison of BI Standard Reporting features of Product A and Product B
IBM Cognos Analytics
7.0
Ratings
15% below category average
SAP BusinessObjects Business Intelligence
8.2
Ratings
1% above category average
Pixel Perfect reports6.70 Ratings8.60 Ratings
Customizable dashboards7.30 Ratings7.70 Ratings
Report Formatting Templates6.90 Ratings8.20 Ratings
Ad-hoc Reporting
Comparison of Ad-hoc Reporting features of Product A and Product B
IBM Cognos Analytics
7.4
Ratings
8% below category average
SAP BusinessObjects Business Intelligence
7.8
Ratings
3% below category average
Drill-down analysis7.30 Ratings7.10 Ratings
Formatting capabilities7.00 Ratings8.20 Ratings
Integration with R or other statistical packages7.80 Ratings7.20 Ratings
Report sharing and collaboration7.40 Ratings8.60 Ratings
Report Output and Scheduling
Comparison of Report Output and Scheduling features of Product A and Product B
IBM Cognos Analytics
7.8
Ratings
6% below category average
SAP BusinessObjects Business Intelligence
7.8
Ratings
6% below category average
Publish to Web8.30 Ratings9.00 Ratings
Publish to PDF7.00 Ratings7.40 Ratings
Report Versioning8.60 Ratings6.70 Ratings
Report Delivery Scheduling6.90 Ratings8.40 Ratings
Delivery to Remote Servers8.10 Ratings7.70 Ratings
Data Discovery and Visualization
Comparison of Data Discovery and Visualization features of Product A and Product B
IBM Cognos Analytics
6.7
Ratings
17% below category average
SAP BusinessObjects Business Intelligence
7.2
Ratings
10% below category average
Pre-built visualization formats (heatmaps, scatter plots etc.)6.80 Ratings6.80 Ratings
Location Analytics / Geographic Visualization7.00 Ratings6.80 Ratings
Predictive Analytics6.40 Ratings7.80 Ratings
Pattern Recognition and Data Mining6.60 Ratings7.20 Ratings
Access Control and Security
Comparison of Access Control and Security features of Product A and Product B
IBM Cognos Analytics
7.4
Ratings
14% below category average
SAP BusinessObjects Business Intelligence
9.2
Ratings
8% above category average
Multi-User Support (named login)8.00 Ratings9.00 Ratings
Role-Based Security Model7.80 Ratings9.60 Ratings
Multiple Access Permission Levels (Create, Read, Delete)6.10 Ratings9.00 Ratings
Report-Level Access Control7.30 Ratings9.60 Ratings
Single Sign-On (SSO)7.70 Ratings9.00 Ratings
Mobile Capabilities
Comparison of Mobile Capabilities features of Product A and Product B
IBM Cognos Analytics
7.5
Ratings
4% below category average
SAP BusinessObjects Business Intelligence
5.8
Ratings
30% below category average
Responsive Design for Web Access7.60 Ratings6.70 Ratings
Mobile Application7.90 Ratings3.90 Ratings
Dashboard / Report / Visualization Interactivity on Mobile8.90 Ratings3.90 Ratings
Application Program Interfaces (APIs) / Embedding
Comparison of Application Program Interfaces (APIs) / Embedding features of Product A and Product B
IBM Cognos Analytics
7.7
Ratings
1% below category average
SAP BusinessObjects Business Intelligence
7.0
Ratings
11% below category average
REST API7.40 Ratings6.70 Ratings
Javascript API8.50 Ratings7.20 Ratings
iFrames8.30 Ratings7.20 Ratings
Java API6.90 Ratings7.10 Ratings
Themeable User Interface (UI)7.10 Ratings7.20 Ratings
Customizable Platform (Open Source)7.80 Ratings6.70 Ratings
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IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
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User Ratings
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
Likelihood to Recommend
7.2
(0 ratings)
7.7
(0 ratings)
Likelihood to Renew
9.4
(0 ratings)
8.3
(0 ratings)
Usability
8.1
(0 ratings)
7.6
(0 ratings)
Availability
8.6
(0 ratings)
10.0
(0 ratings)
Performance
9.0
(0 ratings)
9.0
(0 ratings)
Support Rating
10.0
(0 ratings)
8.6
(0 ratings)
In-Person Training
8.7
(0 ratings)
10.0
(0 ratings)
Online Training
8.0
(0 ratings)
9.0
(0 ratings)
Implementation Rating
7.0
(0 ratings)
9.0
(0 ratings)
Configurability
7.0
(0 ratings)
9.0
(0 ratings)
Ease of integration
6.0
(0 ratings)
9.0
(0 ratings)
Product Scalability
8.2
(0 ratings)
9.0
(0 ratings)
Vendor post-sale
7.0
(0 ratings)
9.0
(0 ratings)
Vendor pre-sale
7.0
(0 ratings)
9.0
(0 ratings)
User Testimonials
IBM Cognos AnalyticsSAP BusinessObjects Business Intelligence
Likelihood to Recommend
I use predictive analytics techniques, which can help me predict my future sales based on collected data, giving me insight into my market's trends.This market data can be analyzed, giving me the opportunity to gain in-depth insight into my market's competition and positioning it competitively, aided by developing strategies to improve my marketing approach.
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The proper management of SAP BusinessObjects Dashboards requires an expert on the team to manage and build reports. If an organization does not have the proper expertise on board to build and deploy reports it will fail. Data analytics, dropping into excel, and broadcasting of information are major bonuses for the use of SAP BusinessObjects Dashboards.
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Pros
  • Data Visualization: Plenty of options exist for multiple use cases, and dashboards are easy to implement and customize.
  • Integration with IBM Watson: makes it easy to use Watson AI features (NLP etc.) on your data.
  • Its advanced analytics functionalities with powerful pattern detection/prediction models.
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  • This software is easy to initially learn, and very powerful in producing reusable reports.
  • It is much faster than my company's internal manual queries. The ability to build off of a saved query and share queries to other users is a great positive.
  • My favorite part is that you can run queries in the background and it does not interfere with your current work or slow your computer down.
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Cons
  • API integration is not upto the mark with very limited options.
  • Laptops get overheated when the tool is used from moderate to heavy use. Also, there is a lag in the tool times.
  • Licensing & Maintenance can go from cheap to expensive depending on the scope.
  • Lot of scope to improve the customer support & its not upto the industry standards.
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  • The installation can be very complex and time-consuming, it requires a lot of planning and foresight as to what role the software will play in the organization.
  • The software has a relatively large learning curve that takes dedicated users months to get comfortable with, the UI is a bit intimidating for new users.
  • SAP could organize their help better, it can be difficult to find dependable solutions to issues via their website and support channels.
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Likelihood to Renew
It took my BI team one year to become productive at developing useful content on the IBM Cognos platform. After this year, the reports being developed for a client were stale and no longer relative to the ever changing needs of the business client. Given the same opportunity, I would select a platform that allows the team to quickly produce BI content. Fail fast and recover quickly!
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The institution has decided to move in a different direction, and will be using MSBI for reporting. I have been very happy with the Business Objects suite of tools, and will continue to use them heavily until we make the transition.
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Usability
We have a strong user base (3500 users) that are highly utilizing this tool. Basic users are able to consume content within the applied security model. We have a set of advanced users that really push the limits of Cognos with Report and Query Studio. These users have created a lot of personal content and stored it in 'My Reports'. Users enjoy this flexibility.
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SAP Business Objects is a great tool for operational reporting. It provides a lot of capabilities for scheduling the reports for end users as well as for Adhoc data analysis by business users. One can easily format a report in SAP BO. The tool is not very difficult to learn for both End users and Developers.
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Reliability and Availability
Reports can typically be viewed through any browser that can access the server, so the availability is ultimately up to what the company utilizing it is comfortable with allowing, though report development tends to be more picky about browsers and settings as mentioned above. It also has an optional iPad app and general mobile browsing support, but dashboards lack the mobile compatibility. What keeps it from getting a higher score is the desktop tools that are vital to the development process. The compatibility with only Windows when the server has a wide range of compatibility can be a real sore point for a company that outfits its employees exclusively with Mac or Linux machines. Of course, if they are planning on outsourcing the development anyways, it's a rather moot point
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When we implemented 3.1, we had a tough time managing the system: It took almost a year to stabilize.

With 4.0, we want to roll out to more users, and are holding back because of fears about the performance issue
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Performance
Overall no major complaints but it doesn't handle DMR (Dimensionally Modeled for Relational) very well. DMR modelling is a capability that IBM Cognos Framework Manager provides allowing you to specify dimensional information for relational metadata and allows for OLAP-style queries. However, the capability is not very efficient and, for example, if I'm using only 2 columns on a 20-column model, the software is not smart enough to exclude 18 columns and the query side gets progressively larger and larger until it's effectively unusable.
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Overall, the tool (Web Intelligence 4.2) is fast and solid. One issue is a dependability on JAVA for a full feature report creation/edit capabilities (as opposed to limited HTML option). Second, planned end of JAVA support by major browsers (Chrome is already not supporting JAVA applet).
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Support Rating
Why is their web application not working as fast as you think it should? They never know, and it is always a a bunch of shots in the dark to find out. Trying to download software from them is like trying to find a book at the library before computers were invented.
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We are getting the BI support from our SAP support company. Although they are good at some basic staff, they are unable to answer our questions for some complex structures. Sometimes we got the feedback that our request was not possible to implement, however later we found there were some methods available.
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In-Person Training
Onsite training provided by IBM Cognos was effective and as expected. They did not perform training with our data which was a bit difficult for our end-users.
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This is more a function of the training I received from the systems experts in my organization, not training from Business Objects/SAP. The training was rushed, without an agenda, and didn’t meet my needs as a user.
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Online Training
The online courses they offer are thorough and presented in such a way that someone who isn't already familiar with the general design methodologies used in this field will be capable of making a good design. The training environments are provided as a fully self contained virtual machine with everything needed already to create the environments. We've had some persisting issues with the environments becoming unavailable, but support has been responsive when these issues arise and straightening them out for us
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I haven't used it or got feedback from the end user.

Content looks to be pretty detailed. Focused on SQL but not BW.
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Implementation Rating
The implementation was handled very well. The initial implementation exposed a lot of disagreement between our campuses and departments as to how we define data. This was not entirely unexpected, but I thought that we did a nice job as a team to work through some of these challenges.
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Hire specialists and experienced staff. Mix some beginners so that everyone is not a leader but a learner too. Plan well; architect well; break down implementation in small steps and move towards larger steps. Create a centralized and authorized SAP Business Objects implementation team.
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Alternatives Considered
Power BI is stronger for quick ad-hoc analysis and dashboards, but IBM Cognos Analytics is better when consistency, precision, and mass distribution matter. Tableau is best for interactive analysis, while IBM Cognos Analytics is better for standardized, repeatable enterprise reporting. Sigma shines for customizable dashboards and drill-down analysis while IBM Cognos Analytics holds an edge in data discovery and visualization.
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This has the biggest drawback of handling the large data volume which I feel is needed as this is time-consuming and making decisions at the right time is getting harder and we have decided to move to this platform considering the time taken to process the data.
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Scalability
The Cognos architecture is well suited for scalability. However, the architecture must be designed with scalability in mind from day one of the implementation. We recently upgraded from 10.1 to 10.2.1 and took the opportunity to revamp our architecture. It is now poised for future growth and scalability.
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SAP BusinessObjects Business Intelligence (BI) Platform supports SOA Service Oriented Architecture. You can start/restart/enable/disable all the servers. You can seamless do load balancing and clustering. It supports all leading application and web server. Supports LDAP SSO integration. People who can work on excel with training they can work on SAP Business Objects Web Intelligence, dashboard, Lumira, Information design tool product suite. Tool is very user friendly and easy to learn and implement
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Return on Investment
  • The platform can be pretty pricey.
  • Convoluted contracts and they fine you for any breach during audits.
  • Things are changed between releases without any warning and break.
  • It is second to none at being able to customize list and crosstab type reports.
  • You can easily set up a report to be emailed out every day and even have it export the report to a shared folder.
  • On-prem environments can be scaled up pretty much as much as you would like.
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  • SAP BO BI Platform has a good positive impact on the overall business of any organization. It helps in important decision making, planning, and analyzing the growth of the particular organization
  • Another positive impact is that users get hold of data very easily and in a user-friendly manner. users can even interact with reports to get the meaningful data filtered out of that.
  • The negative impact can be on licensing costs and buying this software box. This in turn will add to the cost of expenses of a particular organization
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ScreenShots

IBM Cognos Analytics Screenshots

Screenshot of a natural language query, used in IBM Cognos Analytics to get AI-powered insights from data.Screenshot of AI-generated insights and forecasts that can be added with just a click of a button.Screenshot of a dashboard that can be generated automatically using IBM Cognos Analytics by uploading or selecting data.Screenshot of an AI-generated dashboard from a spreadsheet that was just uploaded. This offers a great starting point for the creative process.Screenshot of where to import data to IBM Cognos Analytics from CSV files and spreadsheets. Users can connect to cloud or on-premises data sources, including SQL databases, Google BigQuery, Amazon, and Redshift.Screenshot of a sample operational dashboard of a coffee shop created using IBM Cognos Analytics.