Data is no longer a by-product of business. It’s a strategic asset. Microsoft Fabric brings the full data lifecycle into one intelligent, AI-ready platform that makes it easier to access, manage, and act on information.
For organisations across healthcare, finance, and education, Fabric represents more than just a toolset. It offers a way to improve decisions, reduce inefficiencies, and gain faster insights.
This blog explores what’s new, what’s coming next, and how your team might apply Microsoft Fabric to real challenges. Whether you’re a data engineer or a school principal, there’s something here for you.
What’s New in Microsoft Fabric
Microsoft has rolled out major enhancements to Fabric in 2025. These updates build on its promise to unify data workloads and empower users across different skill levels.
Platform Enhancements
Variable Library Support
You can now manage variables across workspaces more efficiently. This improvement makes collaboration and version control simpler, particularly for teams working across multiple datasets and projects. It eliminates redundancy and helps enforce consistency.
Git Integration Improvements
Stronger Git support now enables structured change management. By aligning your Fabric environment with Git repositories, development teams can apply best practices from software engineering to data workflows.
Warehouse Snapshots
These snapshots preserve the state of a dataset at a given time. It’s an essential tool for compliance-driven sectors like finance and government, where traceability and auditability matter.
Data Engineering Improvements
Spark Native Execution Engine (Runtime 1.3)
Spark has long been the backbone of big data processing. With native execution, Fabric speeds up complex transformations and increases processing reliability. It’s a big win for data engineers who need to deliver large-scale jobs without bottlenecks.
Automated Table Statistics
These background optimisations analyse query behaviour and keep performance up. Fabric adjusts indexing and partitioning behind the scenes, so teams get faster results without manual tuning.
AI and Copilot for Everyone
Wider Access to Copilot
Now available across all Fabric capacity sizes, Copilot opens up AI-powered analysis to more users. It’s no longer a feature limited to premium tiers.
Smarter Assistance
Copilot adapts to your environment, understanding business-specific terminology, project structures, and user behaviour. Whether you’re building dashboards or exploring data, Copilot accelerates the process with natural language prompts.
Looking Ahead: Fabric’s Roadmap for 2025
Microsoft has made its roadmap more transparent through a dedicated tracking tool. This resource offers clear visibility into what’s in preview, what’s planned, and what’s in development.
Digital Twin Builder (Preview)
This new low-code experience allows teams to model real-world systems and processes. Think of it as a way to build digital counterparts to people, assets, or workflows. It’s already proving valuable in manufacturing and healthcare.
Healthcare scenario: A hospital might use the Digital Twin Builder to simulate patient journeys through emergency departments. By doing so, they can identify bottlenecks and adjust resource allocation before issues arise.
Cosmos DB Integration (Preview)
Seamlessly stream NoSQL data from Cosmos DB into OneLake without needing an ETL process. This reduces system load and improves the freshness of your reporting data. It also means your analytical models always reflect current operational activity.
Translytical Task Flows (Preview)
These task flows enable two-way interaction with data inside Power BI reports. You can update a dataset, trigger notifications, or connect to external APIs. It’s especially helpful in customer support or field operations where decisions happen live.
Example: A service technician could update a field record within a report view and immediately trigger a follow-up task in Dynamics 365.
Task Flows (General Availability)
This drag-and-drop interface shows how different data and task components connect across a workspace. It helps organisations visualise dependencies and track execution.
SQL Server Mirroring (Preview)
Support for SQL Server mirroring across 2016 to 2025 versions allows organisations to maintain near real-time replicas in OneLake. It simplifies modernisation for businesses transitioning from on-prem environments to the cloud.
Upcoming Features
Workspace Variable Libraries: Reduce duplication and ensure consistent calculations or configurations across environments.
Folder Support for Git Integration: Helps maintain project structure and makes multi-developer collaboration more manageable.
Microsoft continues to emphasise that dates are estimates and subject to change based on testing and feedback.
Practical Use Cases Across Key Industries
Healthcare: Improving Patient Outcomes
Data can be the difference between early intervention and missed diagnoses. Fabric enables healthcare providers to:
Build Comprehensive Patient Profiles: By joining clinical, genomic, and social data, organisations can personalise treatment.
Create Digital Twins for System Simulation: Hospitals can model the effect of policy changes or new service designs before rolling them out.
Enable Predictive Care: Early detection of readmission risk or medication non-compliance helps improve outcomes and reduce costs.
Support Clinical Decisions at the Point of Care: Copilot can offer guideline recommendations or research summaries when clinicians need them most.
At CG TECH, we work with healthcare clients to connect siloed systems, enabling insights that improve care delivery and compliance.
Finance: Faster, Smarter Risk and Customer Insights
Financial institutions require speed, precision, and trust in their data. Microsoft Fabric helps by:
Detecting Fraud in Real Time: Using Eventstream and machine learning, Fabric can flag unusual behaviour before fraud impacts the bottom line.
Modelling Credit and Operational Risk: Risk officers can use historical data, external inputs, and predictive models to plan better.
Driving Personalised Client Engagement: With unified data and AI, advisors can make timely, personalised recommendations.
One of our clients in financial services used Fabric to consolidate over 20 internal data sources, enabling real-time portfolio analysis and reducing manual reporting time by 70%.
Education: Supporting Student Success and Research
Schools and universities generate data daily across teaching, learning, research, and operations. Microsoft Fabric allows them to:
Predict Student Outcomes: By analysing behavioural, academic, and engagement data, institutions can identify those at risk and intervene earlier.
Improve Institutional Reporting: Dynamic dashboards help leadership track performance across faculties or campuses.
Accelerate Research Collaboration: Shared access to clean, versioned data in OneLake simplifies multi-institution research.
Personalise Learning Journeys: AI-driven insights from Fabric can help educators tailor content delivery based on learner progress.
CG TECH partners with educational institutions to enhance their analytics strategies and improve student engagement through data-informed practices.
Building a Future-Ready Data Strategy with Microsoft Fabric
Microsoft Fabric is no longer just a data platform. It’s fast becoming the backbone of modern, connected organisations.
With AI built in, robust governance capabilities, and seamless integration across the Microsoft ecosystem, Fabric helps business leaders and technical teams turn data into action – faster and more securely.
From streamlining data ingestion to improving cross-team collaboration, Fabric simplifies complex workflows and empowers teams to make confident, timely decisions.
Whether you’re leading a hospital, modernising a finance function, or reshaping learning environments, Microsoft Fabric gives you a scalable, future-ready foundation for turning insights into impact.
Data is no longer a by-product of business. It’s a strategic asset. Microsoft Fabric brings the full data lifecycle into one intelligent, AI-ready platform that makes it easier to access, manage, and act on information.
For organisations across healthcare, finance, and education, Fabric represents more than just a toolset. It offers a way to improve decisions, reduce inefficiencies, and gain faster insights.
This blog explores what’s new, what’s coming next, and how your team might apply Microsoft Fabric to real challenges. Whether you’re a data engineer or a school principal, there’s something here for you.
What’s New in Microsoft Fabric
Microsoft has rolled out major enhancements to Fabric in 2025. These updates build on its promise to unify data workloads and empower users across different skill levels.
Platform Enhancements
Variable Library Support
You can now manage variables across workspaces more efficiently. This improvement makes collaboration and version control simpler, particularly for teams working across multiple datasets and projects. It eliminates redundancy and helps enforce consistency.
Git Integration Improvements
Stronger Git support now enables structured change management. By aligning your Fabric environment with Git repositories, development teams can apply best practices from software engineering to data workflows.
Warehouse Snapshots
These snapshots preserve the state of a dataset at a given time. It’s an essential tool for compliance-driven sectors like finance and government, where traceability and auditability matter.
Data Engineering Improvements
Spark Native Execution Engine (Runtime 1.3)
Spark has long been the backbone of big data processing. With native execution, Fabric speeds up complex transformations and increases processing reliability. It’s a big win for data engineers who need to deliver large-scale jobs without bottlenecks.
Automated Table Statistics
These background optimisations analyse query behaviour and keep performance up. Fabric adjusts indexing and partitioning behind the scenes, so teams get faster results without manual tuning.
AI and Copilot for Everyone
Wider Access to Copilot
Now available across all Fabric capacity sizes, Copilot opens up AI-powered analysis to more users. It’s no longer a feature limited to premium tiers.
Smarter Assistance
Copilot adapts to your environment, understanding business-specific terminology, project structures, and user behaviour. Whether you’re building dashboards or exploring data, Copilot accelerates the process with natural language prompts.
Looking Ahead: Fabric’s Roadmap for 2025
Microsoft has made its roadmap more transparent through a dedicated tracking tool. This resource offers clear visibility into what’s in preview, what’s planned, and what’s in development.
Digital Twin Builder (Preview)
This new low-code experience allows teams to model real-world systems and processes. Think of it as a way to build digital counterparts to people, assets, or workflows. It’s already proving valuable in manufacturing and healthcare.
Healthcare scenario: A hospital might use the Digital Twin Builder to simulate patient journeys through emergency departments. By doing so, they can identify bottlenecks and adjust resource allocation before issues arise.
Cosmos DB Integration (Preview)
Seamlessly stream NoSQL data from Cosmos DB into OneLake without needing an ETL process. This reduces system load and improves the freshness of your reporting data. It also means your analytical models always reflect current operational activity.
Translytical Task Flows (Preview)
These task flows enable two-way interaction with data inside Power BI reports. You can update a dataset, trigger notifications, or connect to external APIs. It’s especially helpful in customer support or field operations where decisions happen live.
Example: A service technician could update a field record within a report view and immediately trigger a follow-up task in Dynamics 365.
Task Flows (General Availability)
This drag-and-drop interface shows how different data and task components connect across a workspace. It helps organisations visualise dependencies and track execution.
SQL Server Mirroring (Preview)
Support for SQL Server mirroring across 2016 to 2025 versions allows organisations to maintain near real-time replicas in OneLake. It simplifies modernisation for businesses transitioning from on-prem environments to the cloud.
Upcoming Features
Workspace Variable Libraries: Reduce duplication and ensure consistent calculations or configurations across environments.
Folder Support for Git Integration: Helps maintain project structure and makes multi-developer collaboration more manageable.
Microsoft continues to emphasise that dates are estimates and subject to change based on testing and feedback.
Practical Use Cases Across Key Industries
Healthcare: Improving Patient Outcomes
Data can be the difference between early intervention and missed diagnoses. Fabric enables healthcare providers to:
At CG TECH, we work with healthcare clients to connect siloed systems, enabling insights that improve care delivery and compliance.
Finance: Faster, Smarter Risk and Customer Insights
Financial institutions require speed, precision, and trust in their data. Microsoft Fabric helps by:
One of our clients in financial services used Fabric to consolidate over 20 internal data sources, enabling real-time portfolio analysis and reducing manual reporting time by 70%.
Education: Supporting Student Success and Research
Schools and universities generate data daily across teaching, learning, research, and operations. Microsoft Fabric allows them to:
CG TECH partners with educational institutions to enhance their analytics strategies and improve student engagement through data-informed practices.
Building a Future-Ready Data Strategy with Microsoft Fabric
Microsoft Fabric is no longer just a data platform. It’s fast becoming the backbone of modern, connected organisations.
With AI built in, robust governance capabilities, and seamless integration across the Microsoft ecosystem, Fabric helps business leaders and technical teams turn data into action – faster and more securely.
From streamlining data ingestion to improving cross-team collaboration, Fabric simplifies complex workflows and empowers teams to make confident, timely decisions.
Whether you’re leading a hospital, modernising a finance function, or reshaping learning environments, Microsoft Fabric gives you a scalable, future-ready foundation for turning insights into impact.
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