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#  Top datacube Alternatives & Competitors For 2026 

 Last Updated: June 5th, 2026 

 Looking for alternatives to [datacube](https://www.selecthub.com/p/business-analytics-tools/datacube/)? Many users crave user-friendly and feature-rich solutions for tasks like Platform Capabilities, Reporting, and Geospatial Visualizations and Analysis. Leveraging crowdsourced data from over 1,000 real [Business Analytics Tools](https://www.selecthub.com/c/business-analytics-tools/) selection projects based on 400+ capabilities, we present a comparison of datacube to leading industry alternatives like CRM Analytics, IBM Watson Analytics, Fractal, and Datameer.

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Select Product  Cognos Analytics  CRM Analytics  datacube  Datameer  Domo  Fractal  GoodData  Grow  IBM Watson Analytics  Logi Symphony  Looker Studio  Oracle Analytics Cloud  Power BI  Qlik Sense  QuickSight  SAP Analytics Cloud  SAS Business Analytics  SAS Visual Analytics  Sisense  Spotfire  Strategy One  Tableau 

[![datacube Software Tool](https://cdn.selecthub.com/products/c9b9f44e513842d70a8cf2bcfb548d80-596ed1d6aefb05f080761fbcbbd51cbf/resources/normal/logo.png?1742233502)](https://www.selecthub.com/p/business-analytics-tools/datacube/) 

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Select Product  Cognos Analytics  CRM Analytics  datacube  Datameer  Domo  Fractal  GoodData  Grow  IBM Watson Analytics  Logi Symphony  Looker Studio  Oracle Analytics Cloud  Power BI  Qlik Sense  QuickSight  SAP Analytics Cloud  SAS Business Analytics  SAS Visual Analytics  Sisense  Spotfire  Strategy One  Tableau 

[![CRM Analytics Software Tool](https://cdn.selecthub.com/products/e07bceab69529b0f0b43625953fbf2a0-c3e42228b4a0751d6bcd91ac25ad0f93/resources/normal/logo.png?1746576781)](https://www.selecthub.com/p/business-analytics-tools/crm-analytics/) 

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Select Product  Cognos Analytics  CRM Analytics  datacube  Datameer  Domo  Fractal  GoodData  Grow  IBM Watson Analytics  Logi Symphony  Looker Studio  Oracle Analytics Cloud  Power BI  Qlik Sense  QuickSight  SAP Analytics Cloud  SAS Business Analytics  SAS Visual Analytics  Sisense  Spotfire  Strategy One  Tableau 

[![IBM Watson Analytics Software Tool](https://cdn.selecthub.com/products/1d98edfd003bcd59e957739802965f19-b28e9689ee084bb444a2179afa915ba5/resources/normal/logo.png?1693317706)](https://www.selecthub.com/p/business-analytics-tools/ibm-watson-analytics/) 

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Select Product  Cognos Analytics  CRM Analytics  datacube  Datameer  Domo  Fractal  GoodData  Grow  IBM Watson Analytics  Logi Symphony  Looker Studio  Oracle Analytics Cloud  Power BI  Qlik Sense  QuickSight  SAP Analytics Cloud  SAS Business Analytics  SAS Visual Analytics  Sisense  Spotfire  Strategy One  Tableau 

[![Fractal Software Tool](https://cdn.selecthub.com/products/7a22c0c0a4515485e31f95fd372050c9-d3abfa47cb0b05f9ed621df9aedcb62c/resources/normal/logo.png?1693318928)](https://www.selecthub.com/p/business-analytics-tools/fractal-analytics/) 

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Select Product  Cognos Analytics  CRM Analytics  datacube  Datameer  Domo  Fractal  GoodData  Grow  IBM Watson Analytics  Logi Symphony  Looker Studio  Oracle Analytics Cloud  Power BI  Qlik Sense  QuickSight  SAP Analytics Cloud  SAS Business Analytics  SAS Visual Analytics  Sisense  Spotfire  Strategy One  Tableau 

[![Datameer Software Tool](https://cdn.selecthub.com/products/70c549b28626adf8c0d6349053a844af-9c19f0bc82fc595004c1b8e306a0bff4/resources/normal/logo.png?1740596592)](https://www.selecthub.com/p/business-analytics-tools/datameer/) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Analytics+Tools&product%5Fname=datacube&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fc9b9f44e513842d70a8cf2bcfb548d80-596ed1d6aefb05f080761fbcbbd51cbf%2Fresources%2Fnormal%2Flogo.png%3F1742233502) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Analytics+Tools&product%5Fname=CRM%2BAnalytics&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2Fe07bceab69529b0f0b43625953fbf2a0-c3e42228b4a0751d6bcd91ac25ad0f93%2Fresources%2Fnormal%2Flogo.png%3F1746576781) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Analytics+Tools&product%5Fname=IBM%2BWatson%2BAnalytics&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F1d98edfd003bcd59e957739802965f19-b28e9689ee084bb444a2179afa915ba5%2Fresources%2Fnormal%2Flogo.png%3F1693317706) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Analytics+Tools&product%5Fname=Fractal&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F7a22c0c0a4515485e31f95fd372050c9-d3abfa47cb0b05f9ed621df9aedcb62c%2Fresources%2Fnormal%2Flogo.png%3F1693318928) 

[Get Free Demo](https://pmo.selecthub.com/get-product-demo/?category=Business+Analytics+Tools&product%5Fname=Datameer&product%5Flogo=https%3A%2F%2Fd3uimxdj41cg3o.cloudfront.net%2Fproducts%2F70c549b28626adf8c0d6349053a844af-9c19f0bc82fc595004c1b8e306a0bff4%2Fresources%2Fnormal%2Flogo.png%3F1740596592) 

###  Product Insights

 Product Ranking 

## #5

 among all   
 Business Analytics Tools

## #2

 among all   
 Business Analytics Tools

## #1

 among all   
 Business Analytics Tools

## #4

 among all   
 Business Analytics Tools

## #3

 among all   
 Business Analytics Tools

[Find out who the leaders are](https://pmo.selecthub.com/request-custom-scorecard?post%5Ftype=alt%5Farticle&name=business-analytics-tools%5F%5Fdatacube&category%5Fslug=business-analytics-tools&product%5Fslug=datacube) 

 Price Starts From

 Custom Quote 

 i

[ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=datacube&category=Business Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/c9b9f44e513842d70a8cf2bcfb548d80-596ed1d6aefb05f080761fbcbbd51cbf/resources/normal/logo.png?1742233502) 

$75/User, Monthly 

[ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=CRM Analytics&category=Business Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/e07bceab69529b0f0b43625953fbf2a0-c3e42228b4a0751d6bcd91ac25ad0f93/resources/normal/logo.png?1746576781) 

$500 Monthly 

[ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=IBM Watson Analytics&category=Business Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/1d98edfd003bcd59e957739802965f19-b28e9689ee084bb444a2179afa915ba5/resources/normal/logo.png?1693317706) 

 Custom Quote 

 i

 Free Trial is unavailable →

 Custom Quote 

 i

[ Free Trial is available →](https://pmo.selecthub.com/free-trial/?product%5Fname=Datameer&category=Business Analytics Tools&product%5Flogo=https://d3uimxdj41cg3o.cloudfront.net/products/70c549b28626adf8c0d6349053a844af-9c19f0bc82fc595004c1b8e306a0bff4/resources/normal/logo.png?1740596592) 

 Pros

* **Easy Reports:** Datacube allows users to generate custom reports and easily share data insights with stakeholders.
* **User-Friendly:** Its intuitive interface enables team members across departments to use it, even without deep technical expertise.
* **Effective Data Handling:** User reviews highlight Datacube's ability to process data promptly and present it in useful formats, leading to better business decisions.
* **Sales Growth:** Users report that Datacube contributes to sales growth, likely due to its data visualization features that reveal sales trends and patterns.

* **Data Analysis:** Citing its strong AI and machine learning features, all users who discussed the platform’s analytical capabilities said that it helps deliver business intelligence insights.
* **Data Visualization:** Reviewing visualization capabilities, approximately 79% of users said that its clear and custom dashboards make business data easy to understand from a KPI point of view.
* **Data Integration:** Around 76% of users who discussed data connectivity said that the platform connects easily to a wide range of data sources for advanced analytics.
* **Functionality:** Reviewing functionality, around 65% of users said that, supported by regular updates that address user requests, the tool is feature-rich and stable.

* **User-Friendly Interface:** It has an advanced, intuitive and user-friendly interface, as noted by 61% of reviewers who mention user-interface.
* **Integration:** Around 70% of the users referring to integration state that it enables easy integration with various technologies and data sources.
* **Implementation:** It has a quick and straightforward implementation process, as observed by 89% of reviewers who specify implementation.
* **Customizable Reports:** All the users specifying reports state that it provides highly customizable reporting capabilities.

* **Robust Predictive Analytics:** Tailored for industries like financial services, consumer products, retail, and telecom, enabling accurate forecasting and strategic planning.
* **User-Friendly Data Analysis:** Crux Intelligence facilitates easy and intuitive data exploration, making it accessible for users to derive meaningful insights.
* **Comprehensive Business Insights:** Provides in-depth analysis that supports strategic decision-making and enhances overall business intelligence.
* **High User Ratings:** Consistently strong reviews across platforms like G2 and Gartner Peer Insights reflect reliability and effective analytics delivery.

* **Intuitive Interface:** User reviews frequently praise Datameer's user-friendly design, often comparing its interface to familiar tools like Microsoft Excel. This intuitive approach makes it easier for users with varying technical skills to execute queries and perform data analysis.
* **Strong Data Integration:** Datameer is lauded for its ability to connect to a wide array of data sources. Users highlight its compatibility with various protocols, including JDBC, enabling them to seamlessly integrate data from diverse systems.
* **Visual Query Building:** A standout feature of Datameer is its capacity to visually represent data queries. This graphical approach sets it apart from many other tools by providing a more intuitive and accessible way to understand and manipulate data relationships.

 Cons

* **Limited Information on Specific Features:** User reviews lack details about specific functionalities within Datacube, making it difficult to assess its suitability for specialized business needs.
* **Potential for Improvement:** While generally well-regarded, its #220 ranking on SelectHub's Business Intelligence Tools directory suggests the presence of competitors that may offer more advanced or comprehensive solutions.

* **Cost:** Citing per-user licensing plans and additional fees for on-premise installation, maintenance and add-ons, around 80% of users said that costs can quickly add up.
* **Performance:** Around 78% of users who reviewed the solution for performance said that it is slow and prone to infrequent crashes, especially when uploading large amounts of data.
* **Setup:** Approximately 67% of users who reviewed ease of deployment said that configuring the platform can be difficult if done without professional support.

* **Learning Curve:** It has a steep learning curve for beginners, as noted by 50% of the users referring to the learning curve.
* **Customer Support:** Over 60% of reviewers who mention customer support specify that customer support responses often get delayed.
* **Slow Performance:** Some of its functions and features work slowly at times, as stated by 71% of the users who observe performance.

* **Limited User Feedback:** With only four reviews on G2, potential users might find it challenging to fully assess the software’s performance and reliability across diverse use cases.
* **High Learning Curve for Advanced Features:** While Crux Intelligence is praised for its user-friendly interface, some advanced analytics and machine learning functionalities may require significant training and expertise to utilize effectively.

* **Limited Drill-Down Capabilities:** User reviews state that Datameer lacks sufficient drill-down functionality in its infographics, limiting users' ability to investigate the underlying data driving their visualizations.
* **Version Compatibility Issues:** Some users have reported encountering bugs and compatibility problems when using Datameer with unsupported Hadoop distributions, potentially disrupting workflows and requiring additional troubleshooting.
* **Data Sampling Challenges:** Users have noted that creating data samples within Datameer is not intuitive, potentially hindering efficient data exploration and analysis, especially for large datasets.

###  Our Review

 Is Datacube the missing piece that completes your business puzzle? User reviews from the last year reveal a mixed bag of tricks for this data analytics platform. On one hand, Datacube is lauded for its intuitive design and robust reporting features, empowering even non-technical teams to easily wrangle data and generate insightful visualizations. This accessibility is a major plus, as it breaks down traditional data silos and enables faster, more collaborative decision-making across an organization. For instance, one user praised Datacube's ability to seamlessly integrate data from various sources, providing a holistic view of their marketing campaigns' performance. However, some users have voiced concerns about Datacube's limitations. Several reviews highlight the lack of advanced customization options, particularly when it comes to creating highly tailored reports or integrating with niche third-party tools. This lack of flexibility could be a dealbreaker for larger organizations or those with highly specific data needs. Furthermore, a few users have pointed out occasional performance hiccups when handling extremely large datasets, suggesting that Datacube might not be the best fit for enterprises dealing with massive data volumes. Overall, Datacube seems best suited for small to medium-sized businesses seeking a user-friendly platform to unlock the power of their data without needing a dedicated team of data scientists. Its intuitive interface and robust reporting capabilities can empower teams to make faster, data-driven decisions, ultimately driving efficiency and growth. 

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 CRM Analytics from Salesforce is a predictive analytics BI tool that uses the power of AI and machine learning to glean insights and create visualizations and reports to drive business decisions. All users who reviewed its analytics capabilities said that it excels at augmented analytics. Many users who reviewed data visualization said that templates and dashboards are easy to customize for deep-dive data exploration. With a range of reporting options and intuitive drag-and-drop functionality, the platform empowers business users to create their own reports without needing to code. Being part of the Salesforce suite, the platform integrates well with other SF offerings, as expected, as well as with external data sources. As for the tool’s data management capabilities, some users said that ETL functions are self-contained in that they replace the need to write code, however others said that data needs to be cleansed before the ETL engine can consume it for data analysis. Commenting on the software’s functionality, around 68% of users said that it is easy to drill down into KPIs with little training in analytics, whereas some users said that the platform is sparse in terms of features and does not have the same reporting capabilities as other Salesforce tools. Mentioning the interface, a majority of users said that it is clean and interactive, though quite a few users said that they preferred the classic version to the new one. A majority of the users who reviewed pricing said that, in addition to expensive per-user licenses, other costs can quickly add up, since implementation is not easy and often requires professional vendor support. Many users who discussed setup said that the platform struggles when processing large amounts of data, and plugins are needed to process heavier data sets, which further compounds costs. Quite a few users said that the platform performs well within the Salesforce ecosystem; however, it does not have the robustness and flexibility of Tableau. Overall, CRM Analytics is a BI tool with strong out of the box ETL and data visualization capabilities that glean deeper insights into business metrics and seems to be suited for organizations with lightweight data analysis needs or those that already implement Salesforce solutions. 

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 IBM Watson is an open and multi-cloud platform that helps users automate their AI lifecycle and create powerful models. It is easy to implement and ensures a smooth customer experience through its advanced, intuitive and user-friendly interface. It offers comprehensive integration and reporting capabilities for achieving greater insights. Many reviewers have noted that it works slowly sometimes, affecting overall performance. Also, delayed responses from its customer service team and steep learning curve for beginners can be tedious. 

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Ever feel like your data is a complex pattern? Fractal Analytics might just untangle it for you. Over the past year, user reviews have consistently highlighted Fractal as a standout Business Analytics tool, boasting impressive ratings between 4.0 and 4.6 out of 5 across multiple platforms. Users particularly appreciate its robust predictive analytics and comprehensive AI and machine learning capabilities, which streamline data analysis and forecasting for industries like financial services, retail, and telecom. The software’s user-friendly interface is frequently commended, making it accessible even for those who may not be deeply technical. Compared to competitors like Tableau and Power BI, Fractal stands out with its feature-rich offerings that cater to complex analytical needs without compromising ease of use. For instance, users have noted that Fractal’s predictive models are more accurate and its integration capabilities more seamless, providing a smoother workflow and more reliable insights. However, it's not without its drawbacks. Some reviewers have pointed out that while Fractal excels in functionality, it can sometimes feel overwhelming for new users due to its extensive feature set. Additionally, occasional performance lags have been mentioned, though these seem to be isolated instances rather than widespread issues. What truly sets Fractal apart is its continuous innovation in the AI and analytics space. Users have witnessed firsthand how regular updates and new features keep the platform ahead of the curve, ensuring that it evolves with the ever-changing demands of data analytics. This commitment to innovation makes Fractal particularly suited for medium to large enterprises that require scalable and adaptable analytics solutions to stay competitive. In conclusion, Fractal Analytics receives overwhelmingly positive reviews for its powerful analytics capabilities, user-friendly design, and innovative approach. It is an excellent choice for businesses seeking a comprehensive and reliable Business Analytics tool that can handle complex data challenges while providing actionable insights.

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 Is Datameer really all that it's hyped up to be, or is it just another case of 'data-meer' pressure to jump on the latest tech bandwagon? User reviews from the past year reveal a mixed bag. While many appreciate Datameer's user-friendly interface and powerful data transformation capabilities, some have pointed out limitations that are holding it back from being a true data analytics powerhouse. For example, one user praised Datameer's seamless integration with Snowflake, highlighting its ability to perform data transformations without racking up exorbitant query costs. This integration is essential for organizations looking to leverage the power of cloud-based data warehousing without breaking the bank. However, another user expressed disappointment with the platform's row-level operations, finding them to be cumbersome and inefficient. This shortcoming could be a deal-breaker for businesses that require granular data manipulation capabilities. Datameer's strength lies in its ability to bridge the gap between complex data environments and business users who need to glean insights from raw data. Its intuitive, low-code approach empowers users with varying technical expertise to perform sophisticated data transformations, making it a valuable asset for organizations seeking to democratize data access and analysis. However, the reported limitations in row-level operations and cloud integrations suggest that Datameer might not be the best fit for organizations with highly specialized data manipulation needs or those heavily reliant on specific cloud-based tools. Overall, Datameer seems best suited for organizations looking for a user-friendly, scalable data transformation solution that can handle large volumes of data and integrate seamlessly with popular data warehousing platforms like Snowflake. 

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###  User Sentiment Summary

 datacube has a user sentiment rating of based on reviews. CRM Analytics has a user sentiment rating of 83 based on 1161 reviews. IBM Watson Analytics has a user sentiment rating of 84 based on 291 reviews. Fractal has a user sentiment rating of based on reviews. Datameer has a user sentiment rating of 80 based on 5 reviews. 

we're gathering data

![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 1161 reviews 

![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 291 reviews 

we're gathering data

![Great User Sentiment](https://www.selecthub.com/display/images/scores/great.svg) 5 reviews 

 Synopsis

 Evaluating all review platforms, our market analysts have compiled the following user sentiment data.

we're gathering data

 83%

of users recommend this product

 CRM Analytics has a 'great' User Satisfaction Rating of 83% when considering 1161 user reviews from 4 recognized software review sites.

 84%

of users recommend this product

 IBM Watson Analytics has a 'great' User Satisfaction Rating of 84% when considering 291 user reviews from 3 recognized software review sites.

we're gathering data

 80%

of users recommend this product

 Datameer has a 'great' User Satisfaction Rating of 80% when considering 5 user reviews from 1 recognized software review sites.

 User Review Scores

**G2.com, Inc** 

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**4.2** (302) 

**4.1** (141) 

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**Capterra Inc** 

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**4.3** (60) 

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**4.0** (5) 

**Gartner, Inc** 

 n/a 

**4.3** (169) 

**4.4** (89) 

 n/a 

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**TrustRadius** 

 n/a 

**4.1** (630) 

**4.1** (61) 

 n/a 

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###  Product Assistance

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###  Product Basics

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###  Top Alternatives in Business Analytics Tools 

[  Altair Data Analytics ](https://www.selecthub.com/p/business-analytics-tools/altair-data-analytics/) [  AnalyticVue ](https://www.selecthub.com/p/business-analytics-tools/analyticvue/) [  Aphrodite.io ](https://www.selecthub.com/p/business-analytics-tools/aphrodite-io/) [  AT Internet Web Analytics ](https://www.selecthub.com/p/business-analytics-tools/at-internet-web-analytics/) [  Bizintel360 ](https://www.selecthub.com/p/business-analytics-tools/bizintel360/) [  CRM Analytics ](https://www.selecthub.com/p/business-analytics-tools/crm-analytics/) [  Datameer ](https://www.selecthub.com/p/business-analytics-tools/datameer/) [  Fractal ](https://www.selecthub.com/p/business-analytics-tools/fractal-analytics/) [  IBM Watson Analytics ](https://www.selecthub.com/p/business-analytics-tools/ibm-watson-analytics/) [  Qlik Analytics ](https://www.selecthub.com/p/business-analytics-tools/qlik-analytics/) 

###  Related Categories

 These products can also be found with other leading products in these categories:

[ Data Visualization Tools ](https://www.selecthub.com/c/data-visualization-tools/) 

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[ Business Intelligence Tools ](https://www.selecthub.com/c/business-intelligence-tools/) 

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**About SelectHub (and our data)** 

We’re the employee-owned Austin-based startup democratizing software data so you can make your decisions in an influence-free zone. Our market data is crowdsourced from our user-base of 100,000+ companies.

WE DISTILL IT INTO REAL REQUIREMENTS, COMPARISON REPORTS, PRICE GUIDES and more...

![SelectHub Products Reporting and Analytics]() 

[ Build Your Requirements](https://pmo.selecthub.com/ba-software-requirements-onsite/)

![SelectHub Products Cost and Pricing Guide]() 

[ Get Your Free Comparison Report](https://pmo.selecthub.com/request-custom-scorecard/?category=Business%20Analytics%20Tools)

**Supported:**  
 Fully or moderately supported out-of-the-box with industry-leading capabilities and is immediately available after installation without needing any add-ons, integrations, or custom development. 

**Not Supported:**  
 Not directly available in the software, but can be accomplished using other built-in features, workarounds, or add-ons/products from the vendor at an additional cost. At most, requires additional integrations, plugins, marketplace applications from a third-party vendor, or custom development using the APIs, libraries, extensions, and development framework supported by the software, with or without any additional cost. 

[Close](#) 

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```
