# Oracle Analytics Cloud Reviews
**Vendor:** Oracle  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.1/5.0  
**Total Reviews:** 333
## About Oracle Analytics Cloud
Oracle Analytics Cloud is a comprehensive cloud analytics platform that empowers you to fundamentally change how you analyze and act on information. Empower leaders, analysts, and IT to access data from wherever they are, even using mobile devices. Oracle Analytics Cloud helps organizations discover unique insights faster with machine learning. With augmented analytics, combine data from across your organization with third-party data and automate important and time-consuming tasks such as data preparation, visualization, forecasting, and reporting.



## Oracle Analytics Cloud Pros & Cons
**What users like:**

- Users appreciate the **robust self-service analytics tools** of Oracle Analytics Cloud for effortless data exploration and visualization. (3 reviews)
- Users praise the **strong data visualization** capabilities of Oracle Analytics Cloud, enhancing insights and decision-making across teams. (3 reviews)
- Users value the **intuitive interface** of Oracle Analytics Cloud, enabling easy data exploration across all technical levels. (3 reviews)
- Users value the **scalability** of Oracle Analytics Cloud, allowing for flexible and customized solutions that adapt to their needs. (3 reviews)
- Users value the **robust customized solutions** of Oracle Analytics Cloud, enhancing business intelligence and collaborative analytics. (2 reviews)
- Flexibility (2 reviews)
- Users value the **seamless integrations** of Oracle Analytics Cloud, enhancing data management and collaboration across the organization. (2 reviews)
- Users highlight the **intuitive interface** of Oracle Analytics Cloud, making data exploration accessible for all technical levels. (2 reviews)
- Users appreciate the **intuitive interface** of Oracle Analytics Cloud, enabling easy data exploration for all skill levels. (2 reviews)
- Performance (2 reviews)

**What users dislike:**

- Users struggle with the **high learning curve** of Oracle Analytics Cloud, making it challenging for new users to adapt. (4 reviews)
- Users find the **complexity** of Oracle Analytics Cloud challenging, especially during initial setup for newcomers. (2 reviews)
- Users find the **complex usage** of Oracle Analytics Cloud challenging, particularly during initial setup and learning advanced features. (2 reviews)
- Users find the **limited customization** options in Oracle Analytics Cloud restrictive for their specialized needs. (2 reviews)
- Users are concerned about the **infrequent software updates** leading to potential security vulnerabilities in Oracle Analytics Cloud. (1 reviews)
- Users find the **initial setup complex** and struggle with a steep learning curve for advanced features. (1 reviews)
- Customization Difficulty (1 reviews)
- Difficult Setup (1 reviews)
- Users find the **licensing cost expensive** , making it difficult for smaller companies to access this powerful tool. (1 reviews)
- Users find the **initial difficulty** of Oracle Analytics Cloud challenging, particularly for beginners trying to navigate the platform. (1 reviews)

## Oracle Analytics Cloud Reviews
  ### 1. Fast Navigation, Customizable Oracle Analytics Cloud, and Strong Automation

**Rating:** 4.0/5.0 stars

**Reviewed by:** Shawn A. | ecommerce operations specialist, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 05, 2026

**What do you like best about Oracle Analytics Cloud?**

I like how quickly you can navigate to different functions within the ERP system. You can save queries which makes it easier and faster to complete tasks and view information. I like how customizable Oracle Analytics Cloud is and how much you can automate and integrate with other systems.

**What do you dislike about Oracle Analytics Cloud?**

Performance wise, it's not the best. It's slow compared to other ERP systems used in the past but it does the job. Support from Oracle team takes time and fixes don't always work the first time.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud is helping us address our business management needs across order management, inventory management, and cost and price management for different customers. For our team, it has become an essential business tool for managing these areas in one place.

  ### 2. Transform complex data into actionable insights!

**Rating:** 4.0/5.0 stars

**Reviewed by:** Gaurav G. | Programming Professional Senior, Enterprise (> 1000 emp.)

**Reviewed Date:** December 15, 2025

**What do you like best about Oracle Analytics Cloud?**

What I like best about Oracle Analytics Cloud is its seamless integration within the Oracle ecosystem and its ability to efficiently manage large-scale data. The platform provides robust self-service analytics tools that make creating interactive dashboards and advanced visualizations effortless. It’s intuitive, supports third-party integrations smoothly, and ensures scalability and enterprise-grade security for all analytics needs.

**What do you dislike about Oracle Analytics Cloud?**

The initial setup and configuration can be complex, especially for new users. Some advanced features come with a steep learning curve, and optimizing performance for extremely large datasets can be challenging without proper tuning

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud addresses the challenge of transforming complex data into actionable insights efficiently. It supports self-service analytics, simplifies reporting processes, and enhances decision-making by providing intelligent insights. Additionally, it offers scalability and integrates smoothly with existing systems.

  ### 3. Powerful Visualizations and Effortless Self-Service Reporting

**Rating:** 4.5/5.0 stars

**Reviewed by:** Abhishek B. | System Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** January 10, 2026

**What do you like best about Oracle Analytics Cloud?**

I like Oracle Analytics Cloud because of its strong data visualization and easy self-service reporting.
It connects well with Oracle and non-oracle users making analysis faster and flexible for business users with less technical efforts.

**What do you dislike about Oracle Analytics Cloud?**

The only thing I dislike about Oracle Analytics Cloud high learning curve for the new users. Almost rarely fells slowness with th huge size of data sets and the customization option are too little to as compared to other existing analyics cloud.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud solves problems of slow reporting by giving them one unified analytics platform. It also helps to provide the correct and realtime data along with improve decision making and reduces the dependency on IT team on data

  ### 4. Oracle Analytics Cloud - Best Data Visualization

**Rating:** 4.0/5.0 stars

**Reviewed by:** Rafael  S. | Telematics Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 29, 2025

**What do you like best about Oracle Analytics Cloud?**

For me, something that caught my attention is how easy and quick it is to prepare and visualize data. Its multiple and simple queries allow reports to be prepared with little data while the report is being created, enabling better implementation. It is a very intuitive application that, compared to its competitors, offers us a wide variety of tools and ways to visualize data.

**What do you dislike about Oracle Analytics Cloud?**

Like everything good in the world, it is expensive, and since it is a tool that comes bundled with multiple necessary tools from the Oracle cloud, the cost is usually very high.

Its interface can be modified and modernized. Although it does a good job of visualizing and transforming data, user interaction should be more presentable and user-friendly.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

The preparation of reports that are extremely important for making business decisions within the company I work for, such as sales order reports for an entire sector, reports on the best-selling products in the rep dom area, and other analyses necessary for the advancement of this company.

  ### 5. A tool that transforms the way we make decisions"

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jesus R. | IT Reporting &amp; Analytics , Enterprise (> 1000 emp.)

**Reviewed Date:** September 29, 2025

**What do you like best about Oracle Analytics Cloud?**

Since I started using Oracle Analytics Cloud in my company, my perception of data management and decision-making has completely changed. What I like most about this platform is its intuitive and accessible interface, which allows everyone in the organization, regardless of their technical level, to easily explore and analyze data. This has made it easier for different departments to gain valuable insights without always depending on the IT team. Another feature I highly value is the variety of visualizations and reports that can be created, which makes the presentation of information clear and attractive. Additionally, the integration with other Oracle tools and external systems has been very seamless, helping us consolidate disparate data in one place.

**What do you dislike about Oracle Analytics Cloud?**

On the other hand, I've sometimes felt that the learning curve can be a bit steep at first, but with proper training, everything becomes much simpler. What has helped me most is the ability to quickly detect problems or trends in the data, which has allowed us to act more quickly and effectively.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

In short, Oracle Analytics Cloud It has been a great ally in solving complex problems in our company, optimizing processes and improving decision-making. I recommend it to any organization looking for a powerful, accessible solution that truly makes a difference in data management.

  ### 6. Oracle Analytics Cloud - A ground breaking boon !

**Rating:** 5.0/5.0 stars

**Reviewed by:** Chandrakant P. | Service Delivery Operations Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** July 01, 2025

**What do you like best about Oracle Analytics Cloud?**

The best thing to like about OAC is that it combines all data preparation, visualization, predictive analysis and reporting under one unified production environment which reduces the usage of multiple tools and promotes multi-tasking under one tool. Also it supports an extensive range of data sources likely flat files, SaaS apps, files stored in cloud vaults and on-premises data.

**What do you dislike about Oracle Analytics Cloud?**

OAC is an expensive tool to begin with, especially for small scale businesses as compared to its competition namely Power BI & Tableau. OAC has its own community ecosystem but compared to Power BI & Tableau, OAC's ecosystem is smaller and restricted to certain things. User interface can be improved but as of now it looks less modern.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

OAC helps you to give a holistic view of volume patterns that arrive in our queue. It gives real time updates as to which individual in my team is working on which tasks on a real-time basis. Exporting data on excel in just few seconds is a huge advantage for us. It is known to everyone that OAC works flawlessly with the cloud infrastructure and is like a puzzle piece which can be made fit into any cloud infrastructure.

  ### 7. Great Product, but interface can be improved.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sameer M. | Associate Project Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 06, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud provides business intelligence and cloud services that help users explore data and perform analytics based on their organisation’s needs. It also supports collaborative analysis in parallel, making it easier for teams to work together while exploring and sharing analytics.

**What do you dislike about Oracle Analytics Cloud?**

The user interface could be improved. While Oracle Analytics Cloud offers extensive customisation options, organisations with highly specialised requirements may encounter limitations when tailoring the platform to their specific needs.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

OAC offers robust security features and granular access controls to help ensure data confidentiality and meet compliance requirements.

  ### 8. Very practical for analyzing data

**Rating:** 4.0/5.0 stars

**Reviewed by:** TUO M. | Directeur Marketing  / Directeur Technique , Small-Business (50 or fewer emp.)

**Reviewed Date:** July 31, 2025

**What do you like best about Oracle Analytics Cloud?**

I still appreciate it as much as the very first day of use.

**What do you dislike about Oracle Analytics Cloud?**

No bad points to report for now.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

OAC transforms data into a strategic lever, eliminating technical frictions while ensuring accuracy, security, and speed.

  ### 9. Oracle Analytics Cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sanya S. | Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 28, 2025

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud is a full stack solution it includes data preparation, data visualization, reporting and embedded machine learning.. It ntegartes seamlessly with Oracle databases. It includes Explain, Auto Insights and Natural Language Processing features that help non technical users get meaningful insights quickly. Users can build dashboards, explore data, and share insights with little to no IT involvement.

**What do you dislike about Oracle Analytics Cloud?**

It is complex to learn for new users. Performance often depends on how well one's data is modeled and where it lives. Compared to Tableau or Power BI, OAC has a smaller community and fewer third party tutorials, forums or user-driven content. The pricing becomes expensive if you add storage, OCPU usage.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud integrates seamlessly eith Oracle databases.  It makes easy  to manage users, roles and permissions. The visualization layer is modern, interactive and customizable.

  ### 10. Comprehensive Review of Oracle Analytics Cloud in 2025

**Rating:** 4.0/5.0 stars

**Reviewed by:** Khizra A. | Project Assistant, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 29, 2025

**What do you like best about Oracle Analytics Cloud?**

What I like best about Oracle Analytics Cloud is its seamless integration with Oracle databases and applications. The built-in AI and machine learning features provide valuable automated insights, and the natural language query ("Ask") function makes data exploration more intuitive.

**What do you dislike about Oracle Analytics Cloud?**

The interface can be overwhelming for new users, and the learning curve is quite steep without proper training.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud helps solve the problem of disconnected, manual reporting by centralizing all our data in one platform. Instead of relying on spreadsheets and siloed tools, we now have a single source of truth that improves decision-making, saves time, and increases data accuracy. It also enables real-time visibility into key business metrics.

  ### 11. A good cloud native platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sigilipelli V. | Senior Technical Lead, Enterprise (> 1000 emp.)

**Reviewed Date:** July 29, 2025

**What do you like best about Oracle Analytics Cloud?**

It has an augmented analytics AI and easily we can connect with oracle tools. Very helpful tool is the one click explanations and it provides a comprehensive predictive analytics as week.

**What do you dislike about Oracle Analytics Cloud?**

Nothing as of now much few here and there around cost as they quote higher price but as we use oracle cloud the analytics is easy for is to integration.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

At our work place we use it for supply chain and inventory management.

  ### 12. Oracle analytics cloud

**Rating:** 4.5/5.0 stars

**Reviewed by:** gulshan d. | Salesforce developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 01, 2025

**What do you like best about Oracle Analytics Cloud?**

I like how Oracle Analytics Cloud makes it easy to turn complex data into clear insights with its powerful visualizations and built-in AI.

**What do you dislike about Oracle Analytics Cloud?**

Sometimes it feels a bit overwhelming to navigate, especially for new users, and performance can lag with large datasets.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud helps solve the problem of scattered, hard-to-understand data by bringing it all into one place and turning it into clear, visual insights. It saves time on reporting, supports better decision-making, and makes it easier to spot trends and take action quickly.

  ### 13. The most efficient product I've ever used!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Matthew F. | Administration Assistant, Marketing and Advertising, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 08, 2025

**What do you like best about Oracle Analytics Cloud?**

Increased efficiency in every area of my work, has saved me hundreds of hours of time, the data visualizing, modeling, and prep are phenomenal, and the mobile access is icing on an already fabulous cake!

**What do you dislike about Oracle Analytics Cloud?**

I'm yet to find one downside. This product has helped me so much that I'd be willing to accept a downside, but nothing fir the first 6 months at least....

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Difficulty in Collaboration and Sharing, Lack of Real-Time Insights, as well as Data Silos and Integration Challenges.

  ### 14. Awesome Oracle analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nand K. | HR Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 24, 2025

**What do you like best about Oracle Analytics Cloud?**

I like best about Oracle Analytics Cloud (OAC) is its all-in-one platform that combines powerful data visualization, self-service analytics, and machine learning capabilities with the robustness of Oracle’s cloud infrastructure.

**What do you dislike about Oracle Analytics Cloud?**

While Oracle Analytics Cloud (OAC) is a powerful platform, there are a few areas that could be improved:

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud (OAC) solves several key challenges related to data accessibility, decision-making, and reporting.

  ### 15. I have 10+ years of experience in Oracle domain

**Rating:** 5.0/5.0 stars

**Reviewed by:** Srikanth N. | Senior Associate Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** July 25, 2025

**What do you like best about Oracle Analytics Cloud?**

It’s effective and easy to use. Most reliable application

**What do you dislike about Oracle Analytics Cloud?**

Software updates are not that often which causes lack of security

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Before enterprise model lacks in extension functionality where cloud tool allows use wide range of options

  ### 16. Oracle Analytics Review

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** July 29, 2025

**What do you like best about Oracle Analytics Cloud?**

It is a very good to use oracle Analytics cloud

**What do you dislike about Oracle Analytics Cloud?**

I don't dislike anything about oracle cloud analytics . It. is very user friendly. Might be it can work more towards improvement of UI/UX

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It helps us to automate reporting and data analysis to better our Data quality error

  ### 17. Most secured cloud technology

**Rating:** 5.0/5.0 stars

**Reviewed by:** Faisal K. | Software Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** July 01, 2025

**What do you like best about Oracle Analytics Cloud?**

Giving more secure and easily accessible cloud platform to perform business and corporate task assigned and store our work which can be used from different system and region.

**What do you dislike about Oracle Analytics Cloud?**

Initial expenditure is little on higher side as its provide more functions as compared to others.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Storing our corporate world and task. And remotely accessing it from other systems or region.

  ### 18. More likely to an app

**Rating:** 4.0/5.0 stars

**Reviewed by:** Dakshraj Singh S. | Night Manager / Night Auditor, Enterprise (> 1000 emp.)

**Reviewed Date:** July 05, 2025

**What do you like best about Oracle Analytics Cloud?**

It’s easily accessible from anywhere around the world

**What do you dislike about Oracle Analytics Cloud?**

Time consuming, using it in a day to day operations like hospitality industry  its more of an time consuming however easy on tabs

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

I am an hotelier and being an hotelier this cloud had bought a tremendous vulnerability in terms of guest experience and handling operations.

  ### 19. Oracle Cloud review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sagar Y. | Associate, Enterprise (> 1000 emp.)

**Reviewed Date:** July 03, 2025

**What do you like best about Oracle Analytics Cloud?**

Seamless Integration with Oracle Ecosystem.
Built-in Augmented Analytics (AI/ML).
Rich, Interactive Visualizations.
Data Preparation and Wrangling.
Strong Governance and Security.

**What do you dislike about Oracle Analytics Cloud?**

Steep Learning Curve.
High Cost

Limited community and machine resosurce

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Data Silos and Fragmentation.
Manual and Slow Reporting.
Lack of Data-Driven Culture.
Poor Forecasting and Trend Analysis.

  ### 20. Its cover all features

**Rating:** 3.0/5.0 stars

**Reviewed by:** AlaEddin J. | Sales &amp; Business Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 31, 2025

**What do you like best about Oracle Analytics Cloud?**

Its helps the companies how to do best practices

**What do you dislike about Oracle Analytics Cloud?**

The system has complicated process and user friendly

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Helping the user to tracking thier systems and consumption additional the performance

  ### 21. Oracle Analytics Cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** jeevan p. | Account Executive, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 27, 2025

**What do you like best about Oracle Analytics Cloud?**

Comprehensive plateform for data analysis and business intelligence.

**What do you dislike about Oracle Analytics Cloud?**

Often cite a steep learning curve and complex user interface, making it difficult to master.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Faster decision bases on data insights.

  ### 22. Oracle Analytics cloud

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** July 29, 2025

**What do you like best about Oracle Analytics Cloud?**

I like best about oracle analytics cloud is it's end to end analytics capability at a single platform.

**What do you dislike about Oracle Analytics Cloud?**

So in my view i dislike about oracle is its complexity fir new users i remember when i started off with it i had faced challenges

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

For making better decisions by converting raw data into actionable insights that too in a secure way.

  ### 23. Review for Oracle Cloud

**Rating:** 4.5/5.0 stars

**Reviewed by:** ADITYA T. | Software Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 07, 2025

**What do you like best about Oracle Analytics Cloud?**

Quality of Engineers who does very professional work on time to time..

**What do you dislike about Oracle Analytics Cloud?**

they can improve the service after delivery of product..

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Combining data from multiple systems often requires heavy IT involvement and complex integration

  ### 24. Data visualization and Analytic software

**Rating:** 5.0/5.0 stars

**Reviewed by:** Pinal  P. | Sr.Androd Developer, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 01, 2025

**What do you like best about Oracle Analytics Cloud?**

best things is data visualization and advance analytics. also its enable the business to analyze data.

**What do you dislike about Oracle Analytics Cloud?**

currently there is nothing to dislike about it.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

using this improve decision making real time insights.

  ### 25. Oracle Analytics cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Gaurav  R. | Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** November 01, 2024

**What do you like best about Oracle Analytics Cloud?**

Best about Oracle Analytics cloud is that it's provide roboust customised solutions based on user need and also user can upscale and downscale solution based on his/her needs 
On top of that product support team is really very helpful to provide instant response to the queries

**What do you dislike about Oracle Analytics Cloud?**

The only downside which I can think about is the licensing cost of the product which should be affordable so that small time players can also use this amazing product.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It's helpful in solving day and day out business needs. 
Also as we are into energy business there data is the key with Oracle cloud solutions team is able to forcast the prices of commodity as well as forsee and market risk allocate to commodity prices by factoring the forecasted trends associated to each commodity

  ### 26. User friendly software

**Rating:** 4.0/5.0 stars

**Reviewed by:** Ravi k. | Data Executive , Small-Business (50 or fewer emp.)

**Reviewed Date:** March 15, 2024

**What do you like best about Oracle Analytics Cloud?**

This software is very helpful and user friendly for any type of users.we can upload huge number of datas in the system in one upload.this software is useful to generate any kind of reports.

**What do you dislike about Oracle Analytics Cloud?**

Very expensive for buying the license.is there any negotiation..

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

For identify management governance through compartments and quota audit and tags

  ### 27. Data Visualisation

**Rating:** 4.5/5.0 stars

**Reviewed by:** Suman K. | Associate Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 20, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytical cloud is now giving a visualisation at finger tips and providing us a way to integrate with oracle database and making it easier for developers to visualise, clean and many more developer tools such as embedding with other platforms.

**What do you dislike about Oracle Analytics Cloud?**

Oracle Anyalytical cloud is good and fast with oracle db but when it comes to data from other sources like azure and other platforms it's a little challenging and cost for these connector are not mentioned properly.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It is solving a major problem of viewing data and giving information about data in depth on fingertips and you have a mobile app to see data whenever you need . It is solving one major problem that is open source connectivity and giving a platform to embed those visual into multiple platforms using HTML.

  ### 28. Oracle Analytics Cloud Review

**Rating:** 4.0/5.0 stars

**Reviewed by:** Aman B. | Senior Finance Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** July 20, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle analytics cloud is great tool because its easy to use and implement and also accessible for users. 

The tool allowed us to visulaise the data and to do the analysis of the data.

It easy to integrate with Oracle SAAS module and customer support is also good. 

Overall its easy to use and provide comprehensive solutions.

We used Oracle Cloud for day to day activity.

**What do you dislike about Oracle Analytics Cloud?**

Nothing as such I dislike about this tool.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud solves the problem of Complex data analysis and creating interactive reports for analysis.

  ### 29. a good platform for data analytics and handling

**Rating:** 5.0/5.0 stars

**Reviewed by:** Chandresh S. | Software Developer, Information Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 25, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud helps solving out data related problems without doing coding part, Data can be easily uploaded. Oracle Analytics Cloud is a poweful platform for storing, managing, transforming and analyzing data. ML algos can also be easily applied to solve our use cases. It also has a user friendly interface.

**What do you dislike about Oracle Analytics Cloud?**

It is little complicated when using for some non ordinary cases

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud helping us managing and handling our really large data very easily. It helps us generating reports on a click.
The so user friendly interface is easy to use.  Also, it provides user intuituve dashboards as per our needs and requirements.
It is also mobile friendly in cases we don't have access to computer.

  ### 30. Oracle Analytics Cloud -  Data Analysis

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 29, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud offers us easy to implement and user friendly interface for data analysis and visualization which can be used for better decision making. It is powered by machine learning and predictive analysis model which helps. We can use it more often whenever we need to make decision based on vast data streams. It can be easily integerated with oracle services such as oracle cloud service and oracle database. Customer support experience as well is impressive.

**What do you dislike about Oracle Analytics Cloud?**

Oracle Analytics Cloud has great capabilities but at the same time it has some drawbacks like it gets complex as it offers a lot of features and it requires basic knowledge of the features. As it deals with data so some data security breach can happen. I have also faced some performance issue sometime when the data set is huge and complex.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Anaytics Cloud offers us a platform to deep dive into the data set and use predictive analysis, machine learning and artificial intelligence to visualize the data for better decision making. It is helping me in my day to day work to analyze the data for providing product suggestion to user.

  ### 31. My experience with Oracle Analytics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Terence R. | Data Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 21, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle analytics Cloud is an everything you need in one platform where you can do all your data science stuff like data exploration,preparation,visualisation and reporting which can reduce the need for multiple tools also since its cloud based it is easier to access & is scalable as well

**What do you dislike about Oracle Analytics Cloud?**

Well, initially there would be a steep learning curve for new users compared to other BI tools also sometimes i had difficulty integrating with tools other than that of oracles and also as usual with large datasets the performance might slow down a bit

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud(OAC) mainly involves in solving problems in analysing user interactions and predicting patterns which can be used to improve the training data and also it helps the business in making really good desicions based on the customer datas and insights for the development of better features or functionalities that can be relevant for large language models in general.

  ### 32. Better connected data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Steven M. | Assistant Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** April 04, 2024

**What do you like best about Oracle Analytics Cloud?**

This platform has been very reliable in being able to make decisions based on the analysis of real data that it provides through the database entered, its experience is notable from the first day of activation by giving useful and convincing tips that improved my work. The visualization of each analysis is very detailed in figures and predictions that have been key to having successful results.

**What do you dislike about Oracle Analytics Cloud?**

At first, this platform was not easy for me to learn how to use each tool correctly, it has many variations of tools that with time and patience I learned to use but it cost me a long time.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

As I said at the beginning, it helps me a lot to be able to make decisions based on the results of the analyzes and I have improved in making the right decisions.

  ### 33. Powerful Data Integration for Strategic Decision-Making

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jesus P. | Mechanical Maintenance Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** January 29, 2024

**What do you like best about Oracle Analytics Cloud?**

I've had an outstanding experience using Oracle Analytics Server, and one of its most impressive features is its ability to integrate and analyze data from diverse sources. The ease with which I can combine information from different sources and create impactful visualizations has transformed our decision-making capability. This feature has optimized our data analysis, allowing us to gain a comprehensive view of business information. The versatility provided by this platform has been instrumental in enhancing efficiency in strategic decision-making. Overall, Oracle Analytics Server has exceeded our expectations by providing a powerful tool for business data analysis.

**What do you dislike about Oracle Analytics Cloud?**

What I don't like is that the initial learning curve can be steep, and the setup may be complex for those unfamiliar with the platform. Additionally, optimizing performance for large datasets might require special attention.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

With Oracle Analytics Server, I have addressed several key issues in business analysis. Its ability to integrate and analyze data from diverse sources allows for a comprehensive view of business information. This has solved the challenge of data fragmentation and the lack of a complete overview when making strategic decisions.

Furthermore, the platform has facilitated informed decision-making by providing powerful tools for creating impactful visualizations. This has benefited the company by enhancing efficiency in strategic decision-making, leading to increased productivity and profitability.

  ### 34. Best in class cloud analytics service offering

**Rating:** 4.5/5.0 stars

**Reviewed by:** Yashvendra S. | Tech Lead, Enterprise (> 1000 emp.)

**Reviewed Date:** March 19, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud is intelligent, comes up with advanced features and very easy to use and configure. It is one of the best platform for managing workgroup or enterprise analytics. It offers a great portal for managing cloud services at ease and very efficiently. The cost is another factor I prefer to use this offering.

**What do you dislike about Oracle Analytics Cloud?**

There is no downsides as such but it is not as popular when compared to other providers. There are few managed services which are not yet available. If don't require some of those services then it's a good choice.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

We have created predictive models to intelligently classify the future needs of equipments per region. Also to identify the anamoly in the samples uploaded by a lab.

  ### 35. New capability of assistance platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** pronay d. | Service Delivery Operation Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 20, 2024

**What do you like best about Oracle Analytics Cloud?**

The way of use in busy business to analyse the date.
Implementation way is better inf ture for growth.
Customer support is very reliable.
We oftenly use it for analyse the business.
Features are very clear and standared for large business.
Integration part is pretty decent to improvise.

**What do you dislike about Oracle Analytics Cloud?**

So far , I mostly prefer this platform. Moving forwarf definitely as per requirments few things need to be improvised.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

We can analyse the huge data and structure our further planning in respective of presenting our capabilities and productivity to pitch for new business also helping us to understand at which stage we are in. 

It makes thing easier and clear to understand and make others to be on the same page.

  ### 36. Providing Best services

**Rating:** 5.0/5.0 stars

**Reviewed by:** Navneet K. | iOS Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 04, 2024

**What do you like best about Oracle Analytics Cloud?**

What I like most about Oracle Analytics Cloud is its analytics capabilities and ease of use. It provides advanced capabilities such as automatic data planning and predictive analytics, all integrated with the Oracle ecosystem. Additionally, its scalability, performance, and focus on security make it an excellent choice for organizations of all sizes. They are providing good customer support as well.

**What do you dislike about Oracle Analytics Cloud?**

As per me drawbacks of Oracle Analytics Cloud is the complexity of its implementation, especially for organizations with multiple data sources.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics Cloud solves the problem of disparate data by providing a unified data analytics platform. This has benefited me by making it easier to gain insight from the enterprise-wide data landscape, streamlining decision making and driving business growth.

  ### 37. Analyse bulk data with oracle analytics cloud

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 19, 2024

**What do you like best about Oracle Analytics Cloud?**

It is a powerful tool to upload and manage bulk data. It has exceptional machine learning capabilities by use which it generates beautiful visuals of your data. Very user friendly interface which is easy to use. 
You can create outstanding reports with your data and manage your bulk data very easy.

**What do you dislike about Oracle Analytics Cloud?**

If I have a number of user instances then it gets slow and It also a little bit expensive for small scale businesses.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It provides me a platform to analyse bulk of data very easily. I can visualise my data very easily and get insights from it. I can also generate reports from my data.

  ### 38. Best platform for data analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Aman A. | Social Media And Content Marketing Specialist , Small-Business (50 or fewer emp.)

**Reviewed Date:** April 19, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics Cloud is a great platform that helps me handle, manage, and analyze data. It is a user-friendly platform as it helps us to solve our problems without coding.

**What do you dislike about Oracle Analytics Cloud?**

It is quite difficult for beginners to use and thus takes a lot of time to understand this platform in one go.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It helped me to handle my data from different sources and allowed me to work with my team on different projects efficiently and effectively.

  ### 39. Robust and user friendly software for analytics. Good Features.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Aadarshbhushan S. | Analyst Intern, Enterprise (> 1000 emp.)

**Reviewed Date:** April 06, 2024

**What do you like best about Oracle Analytics Cloud?**

The software's interface is very intuitive and it has a lot of tools for data analytics and visualization. We can also advance analytics using this tool.

**What do you dislike about Oracle Analytics Cloud?**

The price is a bit high. Sometimes the software is too slow and takes a lot of time to respond.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It is helping me analyze large dataset for different companies. The software is very intuitive and learning curve is very steep.The different tools help in quick analyzation of the data. It is also easy to share the dashboard among peers.

  ### 40. Best in class product for Analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Amal V. | Data Scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 13, 2024

**What do you like best about Oracle Analytics Cloud?**

Data Analytics has never been easier than this. Easy drag and drop mechanism + Great visualisations is the Major upper side of Oracle Analytics Cloud.

**What do you dislike about Oracle Analytics Cloud?**

I coudn't find any downsides of Oracle Analytics Cloud.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics cloud saves so much time. Its very easy for begginners to use and create great reports.

  ### 41. Best tool for Data analysis and visualisation

**Rating:** 4.5/5.0 stars

**Reviewed by:** Geetesh B. | Software Quality Assurance Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 22, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle analytics cloud helps to collaborate data from anywhere and anytime. It's can used with help of mobile devices.
Using this tool organisation can easily get data for to make quick decisions.
Also this technology is using machine learning na AI so user will get accurate data analysis.

**What do you dislike about Oracle Analytics Cloud?**

Few options to build dashboard.
Also limited graph reports available which need little improvement.
Cost of the

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

We can easily generate report using data visualisation.
It has very user friendly dashboard.
Easily for hybrid deployment which is very flexible.

  ### 42. Exceptional tool for Data Analysis and visualization

**Rating:** 4.5/5.0 stars

**Reviewed by:** Tehleel B. | Product Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 07, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics cloud provides is extremely powerful tool when it comes to preparing, analyzing and visualizing data. The dashboard provides a summary which makes things easy to grasp. The process of integrating this service is pretty straightforward and the services and support provided by the OAC team is top notch.

**What do you dislike about Oracle Analytics Cloud?**

At times there are some glitches when you try to import data in xls format.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It provides you a platform to analyze and visualize your data on the go. It's extremely potent for us as it aids us in data driven decision making.

  ### 43. The Monitoring is very easy and the support i love it

**Rating:** 4.5/5.0 stars

**Reviewed by:** nageen n. | Senior Software Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 25, 2024

**What do you like best about Oracle Analytics Cloud?**

I am using it last 1 year and now i can say it is very easy to understand and implimentation of any service based on documantion and the support.

**What do you dislike about Oracle Analytics Cloud?**

Cost is always my concern, it would be good if Oracle provide more less price and other thing i would like to share is optmization of intraserice.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

One of our project is use traditional server and method to deploy the code after use of Oracle now we are fully automated with our process.

  ### 44. Oracle Analytics Cloud Review

**Rating:** 4.0/5.0 stars

**Reviewed by:** Akshat G. | Data Scientist - Lead Enterprise, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 12, 2024

**What do you like best about Oracle Analytics Cloud?**

I admire most about OAC is its seamless integration capabilities. Connecting various data sources, whether on-premises or cloud-based, is a breeze. This facilitates a holistic view of organizational data, essential for informed decision-making

**What do you dislike about Oracle Analytics Cloud?**

There are lot of features, learning curve is difficult

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

We have employed it primarily for business intelligence purposes, generating insights from product data to drive strategic decisions across across sale.

  ### 45. Easy and Effective

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kelley M. | Senior Financial Planning Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** March 22, 2024

**What do you like best about Oracle Analytics Cloud?**

I love that Oracle Analytics has built-in capabilities that address the entire data and analytics process including ingestion and modeling, preparation and enrichment, and visualization and collaboration, without compromising security and governanc

**What do you dislike about Oracle Analytics Cloud?**

It has limitations - data has to be in a dimensional mode in order to be analyzed

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Its easy to use and helps me click thru and and predict tasks.

  ### 46. Collaborative Analytics for Workgroup || Oracle cloud

**Rating:** 5.0/5.0 stars

**Reviewed by:** Vijay Kumar S. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 19, 2024

**What do you like best about Oracle Analytics Cloud?**

The collaborative approach from Oracle Cloud is best, Data modeling and Visualization of data. You can explore your data on any device/ on-premises

**What do you dislike about Oracle Analytics Cloud?**

Data flow is not that much aggregrated in respect to other clouds.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

It's very easy to Discover, prepare and collaborate the data using oracle analytics cloud. We're modeling and presenting the data after many analytical approaches by Oracle analytics.

  ### 47. It provides great security, data governance and scalability.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Anil U. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 21, 2024

**What do you like best about Oracle Analytics Cloud?**

No need to  expert in machine learning language.
Oracle analytics cloud provide easy and easy click thru experience to help prediction task.

**What do you dislike about Oracle Analytics Cloud?**

The limit for data stroage. Individual user has only 50 GB data storge capping.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

We can take the data from all sources and make the best decision and increase productivity.
Also, provide the real time executive dashboard.

  ### 48. Data Flow and Preparation is easy

**Rating:** 4.0/5.0 stars

**Reviewed by:** Aniket J. | Accounts Payable Officer, Enterprise (> 1000 emp.)

**Reviewed Date:** March 19, 2024

**What do you like best about Oracle Analytics Cloud?**

powerful and versatile cloud-based analytics platform for analytics and decision intelligence task in finance

**What do you dislike about Oracle Analytics Cloud?**

Complexity can be challenging for users to learn and became proficient with the platform. it is really expensive mostly for large companies. there are some performance issues when working whit large data sets.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

solves the problem of disparate data by providing a unified data analytics

  ### 49. It’s a good tool and easy to analyze

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kanishka  B. | Audit analytics manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 23, 2024

**What do you like best about Oracle Analytics Cloud?**

Harnessing both structured and unstructured data in a meaningful way can provide valuable competitive insights, drive competitive advantage and fuel growth. But many companies struggle with where to begin.

**What do you dislike about Oracle Analytics Cloud?**

Nothing about dislike  for oracle analytics cloud

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Analytics roadmaps
Analytics design
OAC implementation capabilities
Essbase analytics capabilities
Big bata discovery and predictive analytics
Advanced analytics
Reporting and analytics

  ### 50. Best Analytics Services

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** March 19, 2024

**What do you like best about Oracle Analytics Cloud?**

Oracle Analytics cloud is one of the best go to tool if you're into analytics background. It comes with vast capabilities such as analytics on the go, preparing and visualising the data and very ease of use.

**What do you dislike about Oracle Analytics Cloud?**

No such shortcoming witness so far. One of the best tool.

**What problems is Oracle Analytics Cloud solving and how is that benefiting you?**

Oracle Analytics cloud comes with its vast capabilities in analytics from preparing the data to visualizing the data with its highly effiecient features and ease of using the tool. It helps in data planning, data preparation, data analyzing and reporting in the various projects.


## Oracle Analytics Cloud Discussions
  - [What features for Oracle Analytics Cloud include?](https://www.g2.com/discussions/what-features-for-oracle-analytics-cloud-include) - 2 comments, 2 upvotes
  - [What type of user was Oracle Analytics Cloud built for?](https://www.g2.com/discussions/what-type-of-user-was-oracle-analytics-cloud-built-for) - 1 comment, 1 upvote
  - [What is it like to interact with Oracle Analytics Cloud?](https://www.g2.com/discussions/what-is-it-like-to-interact-with-oracle-analytics-cloud) - 1 comment, 1 upvote
  - [What capabilities are included in Oracle Analytics Cloud?](https://www.g2.com/discussions/what-capabilities-are-included-in-oracle-analytics-cloud) - 1 comment, 1 upvote
  - [What is Oracle Analytics Cloud?](https://www.g2.com/discussions/what-is-oracle-analytics-cloud) - 1 comment, 1 upvote

- [View Oracle Analytics Cloud pricing details and edition comparison](https://www.g2.com/products/oracle-analytics-cloud/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-14+04%3A48%3A57+-0500&secure%5Bsession_id%5D=ceadcd39-3571-47ec-b946-602d6e802974&secure%5Btoken%5D=24a37ccb99b8271bb2b9d2fb846962679c7be30e237d74395ef7bb4157f29366&format=llm_user)
## Oracle Analytics Cloud Integrations
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews)
  - [Matrix42 Service Management](https://www.g2.com/products/matrix42-service-management/reviews)
  - [MySQL](https://www.g2.com/products/mysql/reviews)
  - [Octave Sequence Enterprise (EcoSys)](https://www.g2.com/products/octave-sequence-enterprise-ecosys/reviews)
  - [Oracle Fusion Cloud Demand Management](https://www.g2.com/products/oracle-fusion-cloud-demand-management/reviews)
  - [SAP Sales Cloud](https://www.g2.com/products/sap-sap-sales-cloud/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Workday Benefits](https://www.g2.com/products/workday-benefits/reviews)

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

**Data Preparation**
- Connectors
- Data Governance

**Deployment & Integration - Semantic Layer Tools**
- Multi-Environment & Multi-Cloud Support
- Open API & SDK Integration

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

**Data Connectivity & Federation - Semantic Layer Tools**
- Cross-Source Query Federation
- Dynamic Schema & Metadata Adaptation

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

**Data Modeling & Metrics - Semantic Layer Tools**
- Derived & Calculated Metrics
- Time Intelligence Functions

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

**Performance Optimization - Semantic Layer Tools**
- Query Caching & Acceleration
- Adaptive Query Optimization

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

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

**Governance - Semantic Layer Tools**
- AI Governance & Observability
- Metric Lineage for AI Training Data
- Version Control & Change Impact Analysis

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

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

**Advanced Intelligence - Semantic Layer Tools**
- Natural Language Query Interface
- Semantic Layer for AI/ML Models
- Recommendation Engine

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

**Agentic AI Enablement - Semantic Layer Tools**
- Agentic Query Orchestration
- Contextual Reasoning Layer
- Workflow Automation via Semantic Agents

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

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

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

## Top Oracle Analytics Cloud Alternatives
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,533 reviews)
  - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) - 4.2/5.0 (556 reviews)
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