Microsoft fabric

Blogs

4 minutes

The Evolution of Microsoft Fabric

An In-Depth Look at Microsoft Fabric’s Journey and Performance

Microsoft Fabric has undergone extraordinary growth since its inception. If you’re new to the platform, start with our overview on what Microsoft Fabric is to understand its core purpose and capabilities. Introduced as a technology exploration project in the summer of 2023, it quickly captured attention and evolved into a robust platform for data and AI technologies. By November 2023, Fabric became generally available, offering vast potential and winning over users with its powerful functionality and user-centric design.

Key Benefits of Microsoft Fabric for Data and AI Workloads

Microsoft Fabric stands out in the competitive landscape of data and AI platforms, offering a single, unified analytics platform, that empowers organisations to unlock the full value of their data:

    1. Microsoft Fabric’s Monitoring Capabilities for Data Oversight

      Fabric offers a range of monitoring capabilities through admin workspace monitoring and the Fabric Capacity monitoring application as well as individual job-level alerts, providing users with a comprehensive view of their data processes and workflows. These tools ensure seamless management and oversight, helping businesses maintain control and efficiency in their data environments.

    2. Simplifying Development with Microsoft Fabric’s Low-Code Dataflows

      With the introduction of low-code pipelines and Gen2 Dataflows, Fabric has simplified the development process. Features like streamlined parameters, scheduling options, and copy job functionality make it easier than ever for users to build and maintain workflows, eliminating traditional data engineering complexities.

    3. Streamlined Data Access with Microsoft Fabric’s OneLake and Direct Lake

      OneLake integration revolutionizes data handling with its delta parquet storage format, while Direct Lake semantic models allow for near-instant access and reduced refresh times through framing operations. These innovations enable users to work with large datasets more efficiently and enhance performance.

    4. Navigating Microsoft Fabric’s Intuitive Web Interface (GUI)

      Fabric’s intuitive web GUI provides a seamless, user-friendly interface. This design makes it easy for both seasoned professionals and newcomers to navigate the platform and maximize its potential, lowering the barrier to entry for users of all experience levels.

    5. AI Development in Microsoft Fabric with Copilot and AutoML Tools

      Fabric’s AI development features, such as AutoML and Copilot (across engineering, data science, data warehousing, and Power BI), accelerate the creation and deployment of AI-driven insights. These tools empower users to harness the power of AI to make confident, data-driven decisions and uncover actionable insights.

Areas Where Microsoft Fabric Can Improve and Evolve

Microsoft Fabric is already an impressive platform, and as it evolves, there are exciting opportunities to enhance its capabilities even further:

Expanding Microsoft Fabric’s T-SQL Compatibility for Greater Flexibility

Fabric offers robust SQL support, and there is room to expand this flexibility by addressing areas like temporary table usage. Enhancing compatibility would open new possibilities for users seeking even greater ease and efficiency in their workflows.

Improving Capacity Management in Microsoft Fabric

To make the user experience even smoother, Fabric could further refine its capacity management tools. Enhanced workload management and queueing would allow users to better predict resource consumption and streamline operations.

Enhancing Microsoft Fabric’s Documentation and Best Practice Guidance

While Fabric offers significant power out of the box, expanding the availability of best-practice guides and comprehensive documentation would provide users with even more tools to succeed. Detailed examples and practical tips could help teams unlock the full potential of Fabric’s capabilities.

Microsoft Fabric’s Role in the Future of Data and AI

Microsoft Fabric has made a lasting impact in the data and AI space. Its rapid evolution over the past 18 months highlights its innovative features and ongoing growth, positioning it as a vital tool for modern organisations.

At Ergo, our deep expertise in Data and AI technologies—including Microsoft Fabric—makes us the perfect partner to help your organisation transform its data capabilities. Whether you’re exploring Fabric in a Day workshops, proof-of-concept projects, or full-scale production implementations, we’re here to guide you toward meaningful, data-driven success.


Transform Your Business with Microsoft Fabric

Ready to elevate your data operations? Microsoft Fabric provides a unified platform for all your data needs. Fill out the form below to learn more and start your journey toward achieving data-driven excellence.

Contact us

Related Blogs

                            Array
(
    [ID] => 128865
    [id] => 128865
    [title] => Blog Banner (4) (1)
    [filename] => Blog-Banner-4-1.png
    [filesize] => 523682
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1.png
    [link] => https://ergotechnologygroup.com/insights/blogs/life-at-ergo-with-les-mcavinue/attachment/blog-banner-4-1/
    [alt] => Life at Ergo blog featuring Les McAvinue, Operations manager
    [author] => 18
    [description] => 
    [caption] => 
    [name] => blog-banner-4-1
    [status] => inherit
    [uploaded_to] => 128861
    [date] => 2026-01-07 11:28:21
    [modified] => 2026-01-08 12:13:46
    [menu_order] => 0
    [mime_type] => image/png
    [type] => image
    [subtype] => png
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 2524
    [height] => 1350
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-150x150.png
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-300x160.png
            [medium-width] => 300
            [medium-height] => 160
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-768x411.png
            [medium_large-width] => 768
            [medium_large-height] => 411
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-1024x548.png
            [large-width] => 1024
            [large-height] => 548
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-1536x822.png
            [1536x1536-width] => 1536
            [1536x1536-height] => 822
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2026/01/Blog-Banner-4-1-2048x1095.png
            [2048x2048-width] => 2048
            [2048x2048-height] => 1095
        )

)
1
                            
Life at Ergo blog featuring Les McAvinue, Operations manager

Blogs

Life at Ergo with Les McAvinue

                            Array
(
    [ID] => 126108
    [id] => 126108
    [title] => Blog Banner_Alana
    [filename] => Blog-Banner_Alana.png
    [filesize] => 2759998
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana.png
    [link] => https://ergotechnologygroup.com/insights/blogs/life-at-ergo-with-alana-carroll/attachment/blog-banner_alana/
    [alt] => Wood-paneled background with text overlay reading ‘life at Ergo’ and a person seated in a professional setting, representing workplace culture.
    [author] => 18
    [description] => 
    [caption] => 
    [name] => blog-banner_alana
    [status] => inherit
    [uploaded_to] => 126106
    [date] => 2025-12-02 23:00:52
    [modified] => 2026-01-05 11:47:36
    [menu_order] => 0
    [mime_type] => image/png
    [type] => image
    [subtype] => png
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 2524
    [height] => 1350
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-150x150.png
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-300x160.png
            [medium-width] => 300
            [medium-height] => 160
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-768x411.png
            [medium_large-width] => 768
            [medium_large-height] => 411
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-1024x548.png
            [large-width] => 1024
            [large-height] => 548
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-1536x822.png
            [1536x1536-width] => 1536
            [1536x1536-height] => 822
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2025/12/Blog-Banner_Alana-2048x1095.png
            [2048x2048-width] => 2048
            [2048x2048-height] => 1095
        )

)
1
                            
Wood-paneled background with text overlay reading ‘life at Ergo’ and a person seated in a professional setting, representing workplace culture.

Blogs

Life at Ergo with Alana Carroll

                            Array
(
    [ID] => 126062
    [id] => 126062
    [title] => Blog Banner 2
    [filename] => Blog-Banner-2.png
    [filesize] => 1576059
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2.png
    [link] => https://ergotechnologygroup.com/insights/blogs/ergo-appoints-sean-mcavinue-as-head-of-ai/attachment/blog-banner-2-2/
    [alt] => Professional setting with text overlay reading ‘life at Ergo,’ highlighting the Head of AI role and workplace culture.
    [author] => 18
    [description] => 
    [caption] => 
    [name] => blog-banner-2-2
    [status] => inherit
    [uploaded_to] => 118155
    [date] => 2025-12-02 13:48:25
    [modified] => 2026-01-05 11:49:14
    [menu_order] => 0
    [mime_type] => image/png
    [type] => image
    [subtype] => png
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 2524
    [height] => 1350
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-150x150.png
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-300x160.png
            [medium-width] => 300
            [medium-height] => 160
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-768x411.png
            [medium_large-width] => 768
            [medium_large-height] => 411
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-1024x548.png
            [large-width] => 1024
            [large-height] => 548
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-1536x822.png
            [1536x1536-width] => 1536
            [1536x1536-height] => 822
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/Blog-Banner-2-2048x1095.png
            [2048x2048-width] => 2048
            [2048x2048-height] => 1095
        )

)
1
                            
Professional setting with text overlay reading ‘life at Ergo,’ highlighting the Head of AI role and workplace culture.

Blogs

Life at Ergo with Sean McAvinue

                            Array
(
    [ID] => 121724
    [id] => 121724
    [title] => AAT Banner-min
    [filename] => AAT-Banner-min.png
    [filesize] => 494691
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min.png
    [link] => https://ergotechnologygroup.com/insights/blogs/aat-selects-ergo-for-microsoft-dynamics-365-crm-upgrade/attachment/aat-banner-min/
    [alt] => AAT partners with Ergo
    [author] => 18
    [description] => 
    [caption] => 
    [name] => aat-banner-min
    [status] => inherit
    [uploaded_to] => 121723
    [date] => 2025-10-29 11:02:03
    [modified] => 2025-10-29 11:02:33
    [menu_order] => 0
    [mime_type] => image/png
    [type] => image
    [subtype] => png
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 1200
    [height] => 675
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min-150x150.png
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min-300x169.png
            [medium-width] => 300
            [medium-height] => 169
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min-768x432.png
            [medium_large-width] => 768
            [medium_large-height] => 432
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min-1024x576.png
            [large-width] => 1024
            [large-height] => 576
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min.png
            [1536x1536-width] => 1200
            [1536x1536-height] => 675
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/AAT-Banner-min.png
            [2048x2048-width] => 1200
            [2048x2048-height] => 675
        )

)
1
                            
AAT partners with Ergo

Blogs

Ergo Selected as Strategic Partner by UK’s AAT for Microsoft CRM Upgrade to D365

                            Array
(
    [ID] => 120936
    [id] => 120936
    [title] => Windows Server 2016
    [filename] => Blog-Banner-windows-min.jpg
    [filesize] => 121089
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min.jpg
    [link] => https://ergotechnologygroup.com/insights/blogs/windows-server-2016-a-security-risk-you-cant-afford-to-ignore/attachment/blog-banner-windows-min/
    [alt] => Windows Server 2016 - security risks
    [author] => 18
    [description] => 
    [caption] => 
    [name] => blog-banner-windows-min
    [status] => inherit
    [uploaded_to] => 120935
    [date] => 2025-10-22 09:29:40
    [modified] => 2025-10-22 09:30:42
    [menu_order] => 0
    [mime_type] => image/jpeg
    [type] => image
    [subtype] => jpeg
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 1200
    [height] => 676
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min-150x150.jpg
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min-300x169.jpg
            [medium-width] => 300
            [medium-height] => 169
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min-768x433.jpg
            [medium_large-width] => 768
            [medium_large-height] => 433
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min-1024x577.jpg
            [large-width] => 1024
            [large-height] => 577
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min.jpg
            [1536x1536-width] => 1200
            [1536x1536-height] => 676
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2025/10/Blog-Banner-windows-min.jpg
            [2048x2048-width] => 1200
            [2048x2048-height] => 676
        )

)
1
                            
Windows Server 2016 - security risks

Blogs

Windows Server 2016, A security risk you can’t afford to ignore

                            Array
(
    [ID] => 118835
    [id] => 118835
    [title] => SON6029-(33)
    [filename] => SON6029-33-scaled.jpg
    [filesize] => 500597
    [url] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-scaled.jpg
    [link] => https://ergotechnologygroup.com/insights/blogs/team-member-spotlight-matthew-kehoe-ux-visual-design-lead/attachment/son6029-33/
    [alt] => Profile photo of our UX & Visual design lead Matthew Kehoe.
    [author] => 18
    [description] => 
    [caption] => 
    [name] => son6029-33
    [status] => inherit
    [uploaded_to] => 118834
    [date] => 2025-09-23 11:23:54
    [modified] => 2026-01-06 09:51:38
    [menu_order] => 0
    [mime_type] => image/jpeg
    [type] => image
    [subtype] => jpeg
    [icon] => https://ergotechnologygroup.com/wp-includes/images/media/default.png
    [width] => 2560
    [height] => 2048
    [sizes] => Array
        (
            [thumbnail] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-150x150.jpg
            [thumbnail-width] => 150
            [thumbnail-height] => 150
            [medium] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-300x240.jpg
            [medium-width] => 300
            [medium-height] => 240
            [medium_large] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-768x614.jpg
            [medium_large-width] => 768
            [medium_large-height] => 614
            [large] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-1024x819.jpg
            [large-width] => 1024
            [large-height] => 819
            [1536x1536] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-1536x1229.jpg
            [1536x1536-width] => 1536
            [1536x1536-height] => 1229
            [2048x2048] => https://ergotechnologygroup.com/wp-content/uploads/2025/09/SON6029-33-2048x1638.jpg
            [2048x2048-width] => 2048
            [2048x2048-height] => 1638
        )

)
1
                            
Profile photo of our UX & Visual design lead Matthew Kehoe.

Blogs

Team Member Spotlight Matthew Kehoe, UX & Visual Design Lead