# Microsoft Fabric Reviews
**Vendor:** Microsoft  
**Category:** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 42
## About Microsoft Fabric
Microsoft Fabric is a comprehensive, AI-powered data analytics platform that unifies various data management and analysis tools into a single, integrated environment. It combines the capabilities of Microsoft Power BI, Azure Synapse Analytics, and Azure Data Factory, offering a seamless experience for data integration, engineering, warehousing, real-time analytics, data science, and business intelligence. By centralizing these services, Fabric simplifies data management, enhances collaboration, and accelerates the transformation of raw data into actionable insights. Key Features and Functionality: - Unified Data Lake (OneLake): Fabric provides a single, AI-ready data lake that centralizes and curates all business data within a unified, governed hub, ensuring all teams access accurate datasets securely. - AI-Powered Tools: The platform offers AI-enhanced tools tailored for various data projects, enabling teams to innovate faster and derive near real-time insights that drive business impact. - Integrated Analytics Solutions: Fabric encompasses data integration, data engineering, data warehousing, real-time analytics, data science, and business intelligence, all hosted on a lake-centric SaaS solution for simplicity and to maintain a single source of truth. - Built-in Security and Governance: With robust data security, governance, and compliance features, Fabric ensures that data is managed responsibly and in accordance with industry standards. Primary Value and User Solutions: Microsoft Fabric addresses the complexities associated with managing disparate data systems by providing a unified platform that streamlines data workflows. It empowers organizations to harness the full potential of their data, facilitating informed decision-making and fostering innovation. By integrating various data services, Fabric reduces operational overhead, enhances productivity, and supports the development of AI-driven solutions, positioning businesses to thrive in a data-centric landscape.



## Microsoft Fabric Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of Microsoft Fabric, facilitating seamless data management and simplifying workflows for analysts. (17 reviews)
- Users value the **responsive and supportive customer support** of Microsoft Fabric, enhancing their overall experience and confidence. (8 reviews)
- Users love the **unified platform** of Microsoft Fabric, seamlessly integrating data processes and enhancing overall efficiency. (7 reviews)
- Users find Microsoft Fabric to be **intuitive and easy to use** , facilitating quick implementation without coding experience. (7 reviews)
- Users highlight the **easy setup** of Microsoft Fabric, enabling quick implementation without coding experience. (6 reviews)
- Community Support (5 reviews)
- Data Integration (5 reviews)
- Solution Efficiency (5 reviews)
- Time-saving (5 reviews)
- User Interface (5 reviews)

**What users dislike:**

- Users face a **steep learning curve** with Microsoft Fabric, especially those unfamiliar with its unified features and tools. (4 reviews)
- Users face **formula limitations** in Microsoft Fabric that hinder seamless Excel integration but appreciate team support for solutions. (3 reviews)
- Users find the **steep learning curve** of Microsoft Fabric challenging, especially for those unfamiliar with its features. (3 reviews)
- Users find **Excel issues** with Microsoft Fabric&#39;s formulas frustrating, requiring adjustments for familiar functionality. (2 reviews)
- Users find Microsoft Fabric to be **expensive** , making it less accessible for smaller teams despite its powerful capabilities. (2 reviews)
- Users find the **lack of guidance** in Microsoft Fabric challenging, especially for beginners needing more detailed tutorials. (2 reviews)
- Users find the **limited customization options** of Microsoft Fabric restrict their workflows and adaptability for smaller teams. (2 reviews)
- Poor Customer Support (2 reviews)
- Users find the **poor documentation** of Microsoft Fabric frustrating, making it difficult to resolve issues and learn effectively. (2 reviews)
- Training Required (2 reviews)

## Microsoft Fabric Reviews
  ### 1. Finally got our data stack in one place, but costs need attention

**Rating:** 4.0/5.0 stars

**Reviewed by:** rishabh m. | Senior Project Manager, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 03, 2026

**What do you like best about Microsoft Fabric?**

What really stands out about Microsoft Fabric is how it brings everything into one place. Combining Data Factory and OneLake cut down a lot of the back end effort we used to deal with when managing separate pipelines and storage, and it made data more consistent across teams.
From a usability standpoint, the interface is fairly intuitive once you spend some time with it. It is not overly complex but there is still a bit of a learning curve if you're coming from traditional Azure tools, mainly because everything is now bundled into a single experience rather than separate services.
The Power BI integration was another big win. We did not have to rebuild existing reports we were able to extend what we already had, which made adoption much easier for business users. Direct Lake has also helped improve performance, especially for larger datasets, without adding extra layers of complexity.

We have also seen solid value from Synapse Real Time Intelligence. It has given us a practical way to move toward real time visibility for certain use cases  which was difficult to achieve with our earlier batch driven setup. From an AI and analytics perspective, having these capabilities closer to the data layer makes it easier to experiment with more advanced use cases over time.

In terms of pricing, the consumption-based model gives flexibility, but it takes some time to understand how workloads translate into actual costs. We had to actively monitor usage in the beginning to avoid unexpected spikes and improve ROI.
Support and onboarding were decent overall but most of the learning came from hands on experience and internal experimentation rather than formal guidance.
That said it is not completely straightforward. Teams coming from traditional Azure services should expect a learning curve. The capacity based model can be confusing at first and governance needs to be set up early to keep costs under control as adoption grows.

**What do you dislike about Microsoft Fabric?**

What we have found challenging with Microsoft Fabric is that moving to a unified platform comes with some trade offs. The UI is clean but it can feel overwhelming at first since multiple services are bundled into the same workspace. For teams used to separate Azure tools just figuring out where everything sits takes some adjustment.

The pricing model has been another headache. Since it is consumption-based and tied to Capacity Units (CU) costs are not always easy to predict especially when workloads scale or multiple teams are using the platform at the same time. We have had to closely monitor usage to avoid unexpected spikes and better understand the actual return on spend.
From a day to day operations perspective some of the monitoring and debugging capabilities still feel early compared to standalone Azure services. Getting clear visibility into pipeline failures or performance bottlenecks is not always as straightforward as it should be.
Onboarding could also be smoother. While documentation exists much of the learning has come through trial and error rather than structured guidance particularly for more advanced scenarios.

Finally while Fabric is pushing into AI and real time capabilities some of these features still feel like they are evolving. They are useful but not always as mature or flexible as expected for more complex production use cases.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

What Microsoft Fabric primarily solved for us was fragmentation across our data stack. Earlier, ingestion, storage, and reporting were spread across different Azure services, which made it difficult to maintain a consistent view of data and added a lot of overhead in managing pipelines and access.
            By bringing everything into a single environment, Fabric helped us reduce duplication and improve data consistency across teams. OneLake in particular gave us a shared foundation where different teams could work off the same datasets instead of maintaining their own copies which simplified governance and reduced conflicts.
It also addressed delays in reporting. Previously, we were heavily dependent on batch processing, which meant insights were often outdated by the time they reached business users. With capabilities like Synapse Real Time Intelligence and tighter integration with Power BI, we have been able to move closer to real time visibility for certain use cases.
                                                From an operational standpoint having Data Factory integrated into the same platform reduced the effort required to manage and monitor pipelines across multiple services. This has made onboarding new data sources faster and reduced the maintenance burden on our team.
                                                 Overall, the biggest benefit has been better alignment between data engineering and business reporting, with less time spent on managing infrastructure and more time focused on actual data use cases.

  ### 2. Microsoft Fabric: OneLake and Direct Lake Make Analytics Feel Instant

**Rating:** 4.5/5.0 stars

**Reviewed by:** Alden R. | Client Finance Controller &amp; CSR Council member, Enterprise (> 1000 emp.)

**Reviewed Date:** April 07, 2026

**What do you like best about Microsoft Fabric?**

Microsoft Fabric is essentially the "SaaS-ification" of data. The best parts are:
​OneLake: A single "OneDrive for data" that eliminates silos.
​No-Copy Architecture: Using "Shortcuts" to access data (even from AWS or GCP) without moving or duplicating it.
​Direct Lake Mode: Allowing Power BI to analyze massive datasets instantly without the usual "import" lag.
​Unified Experience: One portal where data engineering, science, and analytics finally live together.

**What do you dislike about Microsoft Fabric?**

It prioritizes ease of use, power users often find they have less control over fine-tuning performance compared to dedicated, standalone tools.
Microsoft Fabric's biggest drawbacks are its relative immaturity and the "walled garden" risk, which can lead to vendor lock-in. The SaaS pricing model can also be unpredictable, making it difficult to manage costs during high-usage periods.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It benefits you by speeding up the transition from raw data to insights, allowing you to focus on high-level strategy rather than managing infrastructure.
Microsoft Fabric solves the problem of data fragmentation by consolidating separate tools for engineering, warehousing, and analytics into a single "SaaS" platform. By using OneLake, it eliminates the need to move or duplicate data, which reduces storage costs and technical complexity.

  ### 3. All-in-One Data Platform with Seamless Power BI Integration

**Rating:** 4.5/5.0 stars

**Reviewed by:** Ritik J. | Software Engineer, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 15, 2026

**What do you like best about Microsoft Fabric?**

One thing I like about Microsoft Fabric is how it brings multiple data capabilities into a single platform. Instead of using separate tools for data storage, transformation, and analytics, Fabric keeps most of the workflow in one place, which makes things easier to manage.

In my case, I mainly work with the Fabric warehouse where we store tables and create views that are later used for reporting. The platform is fairly easy to use once you get familiar with the interface, and implementation was quite straightforward since our team already uses Microsoft tools.

Another strong point is integration. Connecting Fabric warehouse data to Microsoft Power BI for dashboards works smoothly, which helps simplify the reporting workflow. I also like that Fabric includes multiple features like lakehouse, warehouse, and data pipelines in one environment, so teams can manage different data tasks without switching platforms

**What do you dislike about Microsoft Fabric?**

Since Fabric is still relatively new compared to some older data platforms, sometimes documentation for certain scenarios is limited. It can take a bit of experimentation to figure out the best way to organize the data between lakehouse and warehou

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Since Fabric is still relatively new compared to some other data platforms, there are times when documentation or examples for specific scenarios are limited. Sometimes it takes a bit of trial and testing to decide whether a lakehouse or warehouse approach fits better for a particular use case.

Another small challenge is that because Fabric includes many features in one platform, it can take some time for new users to fully understand the ecosystem. Once you start using it regularly the workflow becomes clearer, but the initial learning curve can be there.

  ### 4. Microsoft Fabric: Friendly UI, Copilot-Powered Analytics, and Easy Integrations

**Rating:** 5.0/5.0 stars

**Reviewed by:** Avinash J. | Procurement Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** April 18, 2026

**What do you like best about Microsoft Fabric?**

Microsoft Fabric is a great platform for organizing data that’s scattered across different platforms and turning it into something valuable, especially since data is now one of the main supplements for business. It can be easily interegated with many platforms from my local DMS system to normal HRIS to our other web applications. Friendly UI, best performance with zero code based powered by Copilot AI with minimum pricing and prompt support from local microsoft partner makes fabric more workable and useful for all type of organizations.

**What do you dislike about Microsoft Fabric?**

I am still learning how to use and best optimize my business needs. So I haven't faced any issues or things that I dislike about Fabric.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Mostly it has really help me to organize data integrate with different MS applications and analyze them in Power BI.

  ### 5. Seamless Data Integration and Analytics in One Powerful Platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nikhil P. | Associate Technical Consultant, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 15, 2025

**What do you like best about Microsoft Fabric?**

What I like best about Microsoft Fabric is its unified platform that brings together data engineering, ETL, analytics, and visualization seamlessly. It integrates services like Data Factory, OneLake, and Power BI, which reduces data movement and overall complexity. Fabric supports easy CI/CD through Git integration and enables near real-time data access with database mirroring. With its single capacity-based pricing model, simple implementation, and built-in support for the medallion architecture, it is both cost-effective and easy to use.

**What do you dislike about Microsoft Fabric?**

What I dislike about Microsoft Fabric is that it is still evolving, so some features feel less mature compared to standalone Azure services. There is also a learning curve, especially for users new to the unified Fabric experience. At times, documentation and troubleshooting guidance can be limited, which makes resolving issues a bit challenging.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Microsoft Fabric solves the problem of disconnected data tools and complex data pipelines by bringing ingestion, engineering, analytics, and reporting into a single unified platform. Features like near real-time data access through database mirroring and easy CI/CD with Git integration help speed up development and deployments. Its capacity-based pricing and shared storage in OneLake improve cost efficiency by reducing data duplication and infrastructure overhead. Overall, this enables faster insights, lower costs, and a much smoother end-to-end data experience for me.

  ### 6. One Platform for Everything: Fabric Unifies Data, Analytics, and BI

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 24, 2026

**What do you like best about Microsoft Fabric?**

One Platform for Everything, No more “tool chaos”. Fabric’s OneLake is one of its most loved features, a single, AI-ready data lake with unified governance and shared datasets. Fabric combines Power BI, Azure Data Factory, and Synapse Analytics under one roof.

**What do you dislike about Microsoft Fabric?**

Fabric is complex to learn, especially because it unifies many tools (Power BI, Synapse, Data Factory, etc.) into one platform.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We can build the entire data pipeline from a single interface.
Data teams collaborate more easily.
Reduced complexity, faster delivery of analytics, and lower platform overhead.

  ### 7. OneLake + Spark Notebooks in Fabric: Powerful, Governed, and Easy for Data Engineering

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Transportation/Trucking/Railroad | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 31, 2026

**What do you like best about Microsoft Fabric?**

I like the OneLake Infrastructure, the use of Spark Notebooks within Fabric, the overall governance and the simple to use UI for a Data Engineer focusing on Lakehouses and Big Data and AI. Great for high performance requirements when it comes to analytical solutions

**What do you dislike about Microsoft Fabric?**

The scheduling feature is definitely something that can be improved when it comes to pipelines. 

Scheduling something as a service principal is still a major pain which ties the overall runs to a user which can cause issues if a certain user changes the team.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It's benefiting us to solve major Data related problems as it ties up Power BI with Data Engineering, Data Science and AI under the same Data Layer of OneLake

  ### 8. Solid integration and centralized data governance with Fabric

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sergio Gelvez a. | Desarrollador, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 28, 2026

**What do you like best about Microsoft Fabric?**

The integration of SQL, Python, Power BI, notebooks, and other tools makes data governance centralized and easier to manage.

**What do you dislike about Microsoft Fabric?**

The cost of Fabric is high, and that makes it difficult for small businesses to afford.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It allows me to bring in different data sources and store them in a data lake, which I can then clean up to create workspaces.

  ### 9. MS Fabric for data engineering

**Rating:** 4.5/5.0 stars

**Reviewed by:** Shubham S. | Data Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** September 18, 2025

**What do you like best about Microsoft Fabric?**

Fabric is end to end solution for any data engineering project as well as business intelligence needs.

**What do you dislike about Microsoft Fabric?**

Fabric sometimes could be very difficult for beginners

**What problems is Microsoft Fabric solving and how is that benefiting you?**

I have build a Machine learning attrition prediction model which I have deployed end to end on MS Fabric and power BI, right away from getting data from SharePoint to transforming and cleaning it using data flow and then storing it in data lakehouse, using spark notebook to train and test model and then creating report from the prediction output data which we get from the model.

  ### 10. AI-Driven ETL with Reliability Concerns

**Rating:** 1.5/5.0 stars

**Reviewed by:** Peter H.

**Reviewed Date:** January 06, 2026

**What do you like best about Microsoft Fabric?**

I like the AI-assisted ETL feature in Osmos, though it is a bit brittle.

**What do you dislike about Microsoft Fabric?**

I find Osmos a bit brittle; it can break easily, which is frustrating. Sometimes the transformations are only half good, half bad, which is not reliable.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

I use Osmos for data transformation, specifically transforming CSV to tables. It assists with AI-assisted ETL but feels brittle, sometimes producing good and bad transformations.

  ### 11. Osmos

**Rating:** 5.0/5.0 stars

**Reviewed by:** Cameron M. | Finance Associate, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 02, 2025

**What do you like best about Microsoft Fabric?**

The team has been incredibly responsive and supportive- always willing to hop on a call whenever we need guidance or have questions. Their commitment to customer service really stands out. On top of that, the platform itself is intuitive and easy to use, even for those without any coding experience. The code-free setup has made it simple for our team to implement solutions quickly and efficiently.

**What do you dislike about Microsoft Fabric?**

I really enjoy using Osmos- it’s a powerful and efficient tool that’s been a great asset to our workflow. One area where I see room for improvement is in editing data after it’s already been implemented. While I understand the design limitations and the reasoning behind that structure, having more flexibility for post-implementation adjustments would make the platform even more valuable.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Osmos has given us a centralized space to securely compile all of our data within a BAA-compliant environment, which is critical for our operations. Beyond just storage, the platform offers powerful tools that allow us to manipulate, structure, and move data in virtually any way we need. This level of flexibility has made it much easier to manage complex workflows and adapt to evolving data needs.

  ### 12. Feature-Rich and Easy to Integrate

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 13, 2026

**What do you like best about Microsoft Fabric?**

number of features and ease of integration

**What do you dislike about Microsoft Fabric?**

SKU requirements during development can be quite high.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Microsoft Fabric allows us to centralize data from multiple systems into a unified data warehouse.

  ### 13. Fabric end to end solution

**Rating:** 5.0/5.0 stars

**Reviewed by:** Enmanuel M. | Assistant Research Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** May 07, 2025

**What do you like best about Microsoft Fabric?**

The integration of all the tools that Microsoft has in just one place, make it easy to use and it has a high number of features.

**What do you dislike about Microsoft Fabric?**

The price is something that it is a little bit out of my like.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

End to end solution to data engineer problems

  ### 14. Microsoft Fabric: The Ultimate One-Stop Solution for Seamless Data Engineering

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.)

**Reviewed Date:** November 15, 2024

**What do you like best about Microsoft Fabric?**

Azure Fabric merges data engineering and analytics in one platform, such as Azure Synapse, Power BI, SQL Server. OneLake centralizes data management, real time analytics and AI powered insights where workflow and collaboration are improved and data processing and decision making are expedited. With such an easy implementation and use, Microsoft Fabric excels in giving teams the ability to bring data engineering and analytics together. With its straightforward design, real time analytics, and it’s AI powered features, it makes things easier, making a workflow simple and real time analytics, it makes matters quicker and help you faster, where you can concentrate on the larger scale rather than just on a particular matter at hand, and this can be done thanks to centralized management of data under OneLake. I use it frequently.

**What do you dislike about Microsoft Fabric?**

While very powerful, Microsoft Fabric can be too much (in complexity and cost) for smaller teams. Finally, some workflows have limited customization options and the learning curve can be steep for beginners. On integration with other Microsoft services its full potential largely depends, which may not be appropriate for all users. Improving Customer support is required.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

That’s where Microsoft Fabric addresses the challenge of managing complex data workflows: with its Medallion architecture, Microsoft Fabric simplifies data engineering. This allows us to easily integrate and process data so that we could create live dashboards delivering action content, real time and actionable insights to the CXO to be used for daily reporting, making better decisions and increasing the operational efficiency of the whole organization.

  ### 15. Centralized data analytics platform

**Rating:** 4.5/5.0 stars

**Reviewed by:** Hosam K. | BI Developer, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 26, 2024

**What do you like best about Microsoft Fabric?**

Microsoft Fabric is a centralized data platform that integrates various data analytics services and data science solutions. Fabric provides Azure Synapse Analytics solutions for data warehouse, lakehouse, ETL services, and Power BI within one platform. It simplifies the design and deployment of data pipelines and integrates seamlessly with Azure data services. It is easy-to-use cloud-based and provides a collaborative workspace among data teams and stakeholders.

**What do you dislike about Microsoft Fabric?**

Microsoft Fabric pricing concepts are a bit complex. Solutions deployment within Microsoft Fabric is challenging for new users as they need to learn about tenants, capacities, and workspaces across Azure and Power BI platforms.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Microsoft Fabric streamlines our data pipeline design and analytical solutions deployment. The platform helps my team to collaborate on complex data analytics/science projects that include large datasets from various data sources and might require machine learning tasks or AI services. Fabric provides us with the tools needed for data extraction, transformation, reporting, and visualization to build end-to-end analytical solutions within a unified environment. And helps my company provide better service to our customers.

  ### 16. Best Product for Business having long statistical data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Meerali N. | SME, Enterprise (> 1000 emp.)

**Reviewed Date:** January 24, 2024

**What do you like best about Microsoft Fabric?**

The best thing of Microsoft Fabric is that, we can add large sets of data into it and can get the report, summary of it very accurately and quickly! It is kind of Excel + Copilot, so you can ask it for type of report of your choice too!
Amazing product for Statistics students and business activities.
It is very beginner friendly and easy to use! You can get summary having colorful graphs as well using AI!

**What do you dislike about Microsoft Fabric?**

I don't find any downsides of this particular product! One thing I can add here is, initially the size of text is a bit small, but it can be increased, copied and adjusted as per our need.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It is providing Summary of the Reports, be it any financial annual report or any other report, you can simply fill the tables, and can get various type of colorful visuals along with written summary! How awesome it is, when we have to prepare a report in last few hours, we just enter the raw data tables, and get a full report within just a few seconds!! and that too accurate enough!, We can also customize it and ask copilot to make it as per our specified need too!

  ### 17. Perfect combination of experiences

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** October 03, 2024

**What do you like best about Microsoft Fabric?**

Ability to create and maintain a single pipeline and subscription, rather than having multiple processs crashing everyday due to poor management.

**What do you dislike about Microsoft Fabric?**

More detailed tutorials required to navigate through different resources.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Helped ingestion, transformation and visualization of data in a single interface rather than working with them individually. Helped trust data more due to easy data governance and security.

  ### 18. Engineering quality work without the engineering

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 13, 2024

**What do you like best about Microsoft Fabric?**

The fact that you can teach a team of analysts to do work that you would normally have to use use expesive engineering resources for. Osmos lets us take complex files and tranform them into our format without any code. The functionality is extremely similar to Excel, so most analysts can learn it quickly.

**What do you dislike about Microsoft Fabric?**

No complaints. Osmos has been highly responsive to our organizations needs.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We receive client data in various formats, but need to be able to quickly tranform it into our standard input. Now we can take files we were not able to ingest before and get it into the system quickly.

  ### 19. OSMOS- The next best thing!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Shaun V. | Enterprise (> 1000 emp.)

**Reviewed Date:** December 21, 2023

**What do you like best about Microsoft Fabric?**

We needed a solution to improve end-to-end planning forecasting capabilities, and shortage detection, along with the efficiency of resources by building a production plan considering restrictions and the ability to see simulated scenarios with long-term visibility. Before OSMOS supplier delivery promises were sent in various forms to our material planners, at our factories. This information was generally not uploaded to SAP, because it is a time-consuming manual task for material planners, so they typically just used the data to inform their short-term constraints. OSMOS has made our team's life much easier and now the delivery promise is directly uploaded in SAP and the Material planner has long-term visibility. OSMOS has a great user-friendly interface for skilled and unskilled users. One thing I really like about OSMOS is their team who is always available to support whenever required and have been open to feedback.

**What do you dislike about Microsoft Fabric?**

The next thing I would like to see in OSMOS is a good Dashboard that will give me an overview of the current status and ease of pulling out the report

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We needed a solution to get, supplier delivery promise upload to SAP. Before OSMOS, we were limited to advanced shipping notifications, which cover material in transit, but there was no further visibility. OSMOS has made our life easier and now we have delivery promises uploaded in SAP and this gives long-term visibility to Material Planner.

  ### 20. Fluently Fabricated

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kishore K. | Assistant Manager, Electrical/Electronic Manufacturing, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 23, 2024

**What do you like best about Microsoft Fabric?**

Basically Microsoft Fabric is based on Fluent UI and it provides consistent design language across microsoft ecosystem. I like the user interface like the navigation, interaction with different microsoft applications.
It is open source based hence the use of this tool makes easier for the end users.
It also has lots of customizations and theming engine involved in it.
When implementing for a new project this tool make the user with no code and low code methodology.

**What do you dislike about Microsoft Fabric?**

This is one of the best tool and i dont have any downside in the Microsoft Fabric

**What problems is Microsoft Fabric solving and how is that benefiting you?**

This tool helps me to understand between the cross platfrom functionality and allows me to built for various operating systems. This ensures the end users to have a consistent experience regards of the device of the platform they are using.

  ### 21. Accelerates and scales your data ingestion

**Rating:** 5.0/5.0 stars

**Reviewed by:** Valentina G. | Software Engineer, Information Technology and Services, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 05, 2024

**What do you like best about Microsoft Fabric?**

It helps eliminate human errors by detecting them in data up front and removing the requirement for manual data clean up thereby improving the quality of incoming data.
They have a friendly customer support that ensures to solve your querries to the last one
It also helps to handle migration of complex data efficiently by enabling teams to store, manipulate and transform data without engaging tech savvy individuals thus solves data complexities using AI. Any one can use this platform in our organization
It is easy to use as it integrates custom APIs in order to directly ingest clean data into your laptop.

**What do you dislike about Microsoft Fabric?**

We only encountered issues during implementation and this is because our engineer was unwell and so could not read the entire instructions but this was solved in seconds by the customer support team and we were able to run it same day.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It enambes us to achieve quality data by elimination of human errors
Data preparation was initially an issue due to data import struggles and time consumption but this was solved once we started using Osmos.
Initailly it was difficult to translate long tail sources of data but use of Osmos helped with its integration usinf the AI automation of most os the work.
It has really helped with improved customer satisfaction as it speeds up the activation of our data ingestion.

  ### 22. Reduce your integration footprint and put it all together with Microsoft Fabric

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** February 02, 2024

**What do you like best about Microsoft Fabric?**

Microsoft Fabric honestly allows to bring all the stages of data into one place that is integrated together.  I like how it uses Power BI as the basis for the reporting, and it integrates so cleanly.  
- Use your exisiting structure and investment in Power BI dashboards and reporting
- Leverage the power of Microsoft Azure to store data.
- Gives you more of a OneDrive feeling with the OneData mode.
- integrates with all your M365 security

**What do you dislike about Microsoft Fabric?**

Well like with anything, storing things in the cloud can get quite expensive, you need to plan correctly.   
It is still newer and although some partners have been working with Fabric for over 1-2 years, you need to learn the tricks of the trade to get it to work correctly.
You need to map out the architecture and how it all fits together.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We had data in many places and in many formats, using different reporting solutions.  This is allowing us to quickly pull the data together and have it accessible in Power BI and the ability to manage the different data sources in one environment with minimal integration, it is a time/effort saver!

  ### 23. A huge business impact for us and our customers

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kelly S. | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 17, 2023

**What do you like best about Microsoft Fabric?**

Osmos has taken a manual process that we were completing in Excel and made it so much easier and more accurate for our team to import data. I love that it allows for our team to incorporate similar formula logic that they're currently using to achieve better results, and flag errors before they happen. It's allowed us to provide better results for our clients. They have been a great partner to us, are awesome to work with, and are constantly evolving their product.

**What do you dislike about Microsoft Fabric?**

I would love to see more updates in the future on certain features but they are always incredibly receptive to that feedback!

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We currently manage our data preprocessing manually and external to our application, which results in too many custom solutions and time wasted by our team of analysts. It saves us time, standardizes our process to be scalable, and allows us to onboard clients faster by templatizing our preprocessing rules with uploaders and pipelines.

  ### 24. Osmos has become an integral part of our business

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sydney R. | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 21, 2023

**What do you like best about Microsoft Fabric?**

The people are fantastic.  Anytime our team has a question, their team is lightning speed to respond.  They never leave us hanging and clearly care about our success.  The platform itself has been very easy to use, has a sleek interface, and was easy for us to get up and running.  The main folks from our side do not have any ETL experience, yet they were able to get their feet under them thanks to the Osmos UI/UX.

**What do you dislike about Microsoft Fabric?**

Some formulas don't mimic Excel, which is what our team is most familiar with.  So it takes us a minute and some help to get the formula up that we need.  But the team is very quick to help with this translation.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We have to deal with extremely unstandardized data formats that we need to create a lot of structure around.  This means very complex rules for us, that are multi-multi-multi-conditional.  And a lot of the data we recieve has messed up formatting for things like dates.

  ### 25. MS Fabric Review

**Rating:** 5.0/5.0 stars

**Reviewed by:** Elie S. | Information Technology Consultant, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 29, 2024

**What do you like best about Microsoft Fabric?**

Ease to build dashboards and integration with any data source. Customer support is excellent and timely whenever i had an issue someone always helped. easy to implement desktop app and start with free edition and a lot of helpfull guides.

**What do you dislike about Microsoft Fabric?**

for advanced analytical dashboards or sharing single dahboard with several users you need to buy licenses

**What problems is Microsoft Fabric solving and how is that benefiting you?**

we are using the MS Fabric to create dashboards to keep track of our sales and technical projects and to work on data integration between several business applications.

  ### 26. Data Ingestion and Clean up made super easy!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alexa F. | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 15, 2023

**What do you like best about Microsoft Fabric?**

Osmos has the best customer support representatives. They are always willing to help trouboleshoot problems with you to get them fixed as quickly as possible. Their engineering team has been nothing short of outstanding when it comes to complex logic and helping find the best solution for us.  I can already tell that this will be a long lasting work relationship!

**What do you dislike about Microsoft Fabric?**

The one thing I woud say is least helpful about Osmos is that it seems their formula logic has slight differences then I am used to in excel. So it becomes trial and error when matching Osmos formulas to excel formulas. But I know that it is a work in progress and eventually this will be more smooth! Otherwise no complaints!

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Osmos is solving a very large issue of ours where DataBrew cannot handle multipulls from various fields but Osmos can and it is making data cleanup and ingestion much simiplier and faster.

  ### 27. Allows Use to Onboard New Clients with Ease

**Rating:** 4.5/5.0 stars

**Reviewed by:** Kristin C. | Enterprise (> 1000 emp.)

**Reviewed Date:** April 16, 2024

**What do you like best about Microsoft Fabric?**

Excellent customer support and very intuitive UX.

**What do you dislike about Microsoft Fabric?**

There are a few use cases that we need to handle on our end, but overall, it has been so easy to onboard our clients.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We spent a lot of development time creating and updating ETLs for our data import processes. Onboarding took a long time. Osmos has helped free our development team to improve our products and allows our clients to update their own data files.

  ### 28. Microsoft Fabric Design System: A Comprehensive Overview

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sunil T. | Deputy General Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 28, 2024

**What do you like best about Microsoft Fabric?**

best plateform to create web application due to set of reusable component user friendly and adaptable designs

**What do you dislike about Microsoft Fabric?**

yet now we havent found any thing to dislike in microsoft fabric we have just started to explore this and as we are going we found same like adapting new thing it is also only workable with microsoft eco system but this wasnt create impediment for us

**What problems is Microsoft Fabric solving and how is that benefiting you?**

this application has good scalability and tools which have included in has able to automate many process

  ### 29. Flexible & Powerful

**Rating:** 5.0/5.0 stars

**Reviewed by:** Brian A. | Director, Client Implmentation, Enterprise (> 1000 emp.)

**Reviewed Date:** November 21, 2023

**What do you like best about Microsoft Fabric?**

The platform has allowed us to expand beyond our initial use cases of incorrectly formatted data. We're how exploring how Osmos can fill product gaps or edge cases in our workflows. Their support for cloud functions and their new API provide powerful and flexible creative solutions. Their team has also been great at incorporating feedback for additional features and support.

**What do you dislike about Microsoft Fabric?**

Nothing - they have a great product and they have a committment to expanding what they can support.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Our most pressing issue is to have data ingested in the format we need that customers can't supply. However, we're developing cases where the customer can't supply data, but it's in another system. By using Osmos, we're able to get all the required data and in a format that our product needs.

  ### 30. A really powerful and comprehensive data analytics platform that provides end-to-end data processing

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** January 24, 2024

**What do you like best about Microsoft Fabric?**

I like Microsoft Fabric because it's a unified platform that combines services like data lakes, data engineering and business intelligence tools. Also, it is easy to use and has really good integration with other Microsoft services.

**What do you dislike about Microsoft Fabric?**

Well Microsoft Fabric is relatively new product and it is evolving, so you might experience surprises with some functionalities. To take advantage of Fabric's capabilities, you need to invest in learning the advanced stuff.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Well Fabric's capabilities help us in understanding the huge chunks of data and this way we can make our decisions and change our priorities

  ### 31. fabric is awesome

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Oil & Energy | Enterprise (> 1000 emp.)

**Reviewed Date:** January 23, 2024

**What do you like best about Microsoft Fabric?**

it is having all the things at one place wrt to data lake, data integration and analysis , it is the one stop data need solution

**What do you dislike about Microsoft Fabric?**

i feel that there is a requirement to converge a few of the offerings into a single solution so that there is no confusion especially among data engineers.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Fabric is resolving a lot of business use cases for us which require constant monitoring. MLOps is one of them. There is always data drift which happens day to day ml model  and it required constant training of the data

  ### 32. Microsoft Fabric - A good Analytics Solution

**Rating:** 3.0/5.0 stars

**Reviewed by:** Muhammed M. | HR Generalist, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2024

**What do you like best about Microsoft Fabric?**

Microsoft fabric is one of the popular Ananlytics platform. It have good reliability and scalability. Its hybrid cloud support is commentable. Userfriendly and good customer service.

**What do you dislike about Microsoft Fabric?**

It is sometimes difficult to use with non microsoft technologies. It is complex to understand for the new users. Cloud have access issues sometimes.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It enables us to increase the digital experience. It helps to manage the containerised work loads enabling scaling effectively. It benefits us to increase the revenue by giving good experience to the clients

  ### 33. Data ingestion made super easy!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Lynn R.  S. | Sr. Scrum Master | Rally Administrator, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 15, 2023

**What do you like best about Microsoft Fabric?**

So intuitive to use. With little training and support I was able to ingest data from some of our legacy systems to our new system using this tool. The data mapping was clear and concise and made the move easy and the data accurate. It was a joy to use

**What do you dislike about Microsoft Fabric?**

Nothing really. The interface was easy to use. The UI was good but took some poking around to find what I was looking for but once I spent some time in the tool I learned the sytle and was able to move forward.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We needed to migrate data from legacy systems to an newly developed system and needed a tool to help us easily move the data without paying expensive data scientists. This was done with limited knowledge.

  ### 34. The best tool for the data ingestion

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alex K. | Vice President - Software Engineering, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 11, 2023

**What do you like best about Microsoft Fabric?**

Osmos is a fantastic tool that enables us to routinely load employee demographic data from various third parties. As an insurance benefits broker and a technology company, Decisely has to load data from hundreds of external systems. We had a few options: build a custom import code for the data we import regularly or have our data team manually transform the data using Excel into our existing import formats. Neither option was great. Osmos solved this problem completely. Even our newest users can use the Osmos uploader UI with little to no training.

**What do you dislike about Microsoft Fabric?**

Nothing major to complain about. Initially, we ran into a few implementation roadblocks, primarily due to the nature of our business. The Osmos team (Naresh, Sandy, and others) helped us work through those issues by helping us make the most of the existing Osmos features and even by building additional features to address our business needs. In fact, they invited me to participate in the design discussion, which was super helpful!

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Osmos streamlines our employee data imports from previously unknown data sources. We no longer have to manually massage the data before we load it into Decisely quoting and benefits administration platform.

  ### 35. Experience of using Microsoft Fabric has been amazing. Able to handle large datasets with accuracy.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Yogesh C. | Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** February 10, 2024

**What do you like best about Microsoft Fabric?**

Microsoft Fabric is able to integrate seamlessly with Azure platform. It has the ability to handle large datasets and give the report and summary with high accuracy. Also able to interact with other Microsoft apps which further enhances the efficient workstyle.

**What do you dislike about Microsoft Fabric?**

So far Microsoft Fabric is a good tool. I dont have nay dislikes as of now that I have just started using it.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Microsoft Fabric helped summarizing large data sets and give the report.

  ### 36. Data analytics platform for larger data

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** February 15, 2024

**What do you like best about Microsoft Fabric?**

Microsoft fabric integrate all the Microsoft applications and can fetch the data from other data sources.
It makes data analysis super easy.

**What do you dislike about Microsoft Fabric?**

Being a new product, Not a lot of people aware of it and data sharing with them may be seems difficult.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It making my life easy by giving me data insight and I am able to make decisions accordingly.

  ### 37. All in one

**Rating:** 4.5/5.0 stars

**Reviewed by:** Kavitha V. | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 26, 2024

**What do you like best about Microsoft Fabric?**

i mainly used this for the power bi. it more comfortable to use.

**What do you dislike about Microsoft Fabric?**

i used power bi from my college days. I never face any  issues.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

it solve many problem like analysis

  ### 38. ETL from various sources into your desired destinations, automating data ingestion process.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nithin P. | Enterprise (> 1000 emp.)

**Reviewed Date:** October 05, 2023

**What do you like best about Microsoft Fabric?**

Osmos stands out for its ability to simplify the process of ingesting data and handling ETL (Extract, Transform, Load) tasks. Its versatility is one of its strengths as it enables integration, with various data sources such, as email, Google Sheets, BigQuery, Netsuite and many others.

**What do you dislike about Microsoft Fabric?**

My experience, with the company has been amazing far. The support team is exceptional always to assist and they have been really effective, in solving any problems that arise.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

We bring together data sources to build a data warehouse utilizing SQL queries to modify the data when necessary. This allows us to effectively manage both real time information.

  ### 39. Osmos helped me find a quick solution for something our product didn't address.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Leandro P. | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 13, 2023

**What do you like best about Microsoft Fabric?**

Two aspects greatly assisted me in my journey with Osmos. The first was the consistent support from the technicians, who always sought a quick solution to the issues raised, even those that the tool initially couldn't resolve. The second is the ease of creating pipelines and verifying results quickly.

**What do you dislike about Microsoft Fabric?**

One point that posed a challenge at the beginning was pipeline editing; for some reason, there was a breakdown, possibly due to the customization we requested. However, it was quickly easy to recreate. Recently, I haven't experienced anything similar.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Osmos helped us bring a new client into our portfolio and automate various tasks that required handling multiple files. A simple measure we reduced a task from 40 minutes to 5 minutos per client.

  ### 40. Complicated Data....meet Osmos!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nate E. | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 21, 2023

**What do you like best about Microsoft Fabric?**

Osmos is incredibly intuitive.  The AI in the background really helps save time the more projects one does.

**What do you dislike about Microsoft Fabric?**

Overall the product has worked incredibly well.  There have been a couple bugs, but the Osmos team has been right on them and kept really close communication throughout the process.

**What problems is Microsoft Fabric solving and how is that benefiting you?**

Osmos is streamlining our ability to map complex and quite different data to a standard format which allows us to automate and scale accordingly.

  ### 41. Best In Class - Microsoft

**Rating:** 5.0/5.0 stars

**Reviewed by:** Narayana J. | Senior Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 29, 2024

**What do you like best about Microsoft Fabric?**

Navigation and interaction with various applications

**What do you dislike about Microsoft Fabric?**

Mapping data flows are not supportive enough

**What problems is Microsoft Fabric solving and how is that benefiting you?**

To find the better businessinsights with complete visibility of the data which many application are failing to provide such options

  ### 42. Wonderful program

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** December 28, 2023

**What do you like best about Microsoft Fabric?**

Great operating system that keeps the data clean, organized, offers a lot of diversity, and causes no running issues

**What do you dislike about Microsoft Fabric?**

I have not found anying to really state negative about this product!

**What problems is Microsoft Fabric solving and how is that benefiting you?**

It is allowing us to review data coming through the servers and make sure we handle all situations in a timely manner



- [View Microsoft Fabric pricing details and edition comparison](https://www.g2.com/products/microsoft-fabric/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-15+10%3A32%3A56+-0500&secure%5Bsession_id%5D=57d92c3a-1a5c-4162-af97-ece2399d2df1&secure%5Btoken%5D=af6bce5f081f21adc46780400aec334bbecce40c54057b789df62584b5376db5&format=llm_user)
## Microsoft Fabric Integrations
  - [Azure Logic Apps](https://www.g2.com/products/azure-logic-apps/reviews)
  - [Confluence](https://www.g2.com/products/confluence/reviews)
  - [Jira](https://www.g2.com/products/jira/reviews)
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Microsoft SharePoint](https://www.g2.com/products/microsoft-sharepoint/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)

## Microsoft Fabric Features
**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

**Management**
- Cataloging
- Monitoring
- Governing
- Model Registry

**Operations**
- Metrics
- Infrastructure management
- Collaboration

**Management**
- Cataloging
- Monitoring
- Governing

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

## Top Microsoft Fabric Alternatives
  - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (185 reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (740 reviews)
  - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) - 4.3/5.0 (754 reviews)

