Building a Modern Education Data and Analytics Platform with Microsoft Fabric

A platform-first data and analytics solution built on Microsoft Fabric and Power BI enabled the NSW Department of Education to transform fragmented data into a trusted, AI-ready foundation for system-wide insights and decision-making.

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A Modern Education Data Platform Use Case for NSW Department of Education

This use case describes how the NSW Department of Education designed and implemented a modern, enterprise-scale data and analytics platform to support evidence-based decision-making across one of the largest education systems in the world.

Built on Microsoft Fabric and Power BI, the platform provides a secure, governed and scalable foundation for education data and analytics, enabling trusted reporting, advanced analytics and responsible use of artificial intelligence.

Rather than focusing on individual dashboards or point solutions, this work demonstrates a platform-first approach to data, one that prioritises strong data foundations, governance by design and long-term scalability.

Data Mastery was a lead strategic partner for this initiative.

Key aspects of Data Mastery’s role included:

Leading the data platform architecture and design
Defining a platform-first, domain-based approach aligned to how the education system operates
Designing and implementing EduLake, the Department’s enterprise data and analytics platform
Establishing data governance and sharing patterns to enable safe, scalable reuse of data
Enabling analytics, reporting and AI capabilities on top of a trusted data foundation
Supporting knowledge transfer and capability uplift within the Department

A central focus of the partnership was ensuring the platform could scale across a large and complex education system, while remaining flexible enough to support future use cases, emerging technologies and evolving policy needs.

A Platform-First Approach to Education Data and Analytics

Education systems generate vast amounts of data across attendance, assessment, wellbeing, operations and community domains. Without a unified data platform, this data often remains fragmented, difficult to trust and slow to use.

The NSW Department of Education set out to address this challenge by creating EduLake, a central education data platform designed to serve the entire organisation.

EduLake brings together data from multiple source systems into a single, governed environment, supporting:

Enterprise data and analytics
Power BI reporting at scale
AI-ready data foundations
Secure data sharing across domains
Future innovation without rework

Modern Data Platform Architecture Using Microsoft Fabric

EduLake is built on Microsoft Fabric, leveraging a lakehouse-based architecture that combines data engineering, data warehousing and analytics within a single platform.

Key architectural features include:

A centralised, governed data foundation
Domain-based data architecture, aligned to education business areas
Use of Lakehouses and Warehouses for different analytical workloads
OneLake as a unified storage layer, enabling secure data sharing through shortcuts
Embedded data governance, security and lineage

This architecture enables both central control and distributed analytics, allowing teams to work independently while maintaining a single source of truth.

With a strong data platform in place, the NSW Department of Education was able to deliver a wide range of analytics and AI-enabled capabilities, including:

Power BI dashboards and reports for educators, principals and system leaders
Consistent, trusted metrics across schools and regions
AI-enabled experiences, including EduChat, grounded in governed education data
Secure external APIs to support research, policy and integration use cases

These capabilities are enabled by the platform, not hard-coded into it ensuring they can evolve as needs change.

Enabling Analytics, Reporting and AI at Scale

Outcomes for Educators, Leaders and Students

By investing in a modern data and analytics platform, the NSW Department of Education achieved meaningful outcomes across the system:

Teachers gained faster access to trusted insights to support classroom decisions
Principals gained clearer visibility of school performance and early indicators of risk
System leaders gained consistent, system-wide analytics to inform policy and investment
Students benefited from earlier, more targeted support driven by better data

This use case demonstrates how a platform-first approach to data and analytics enabled the NSW Department of Education to move from a fragmented data landscape to a modern, governed and scalable education data platform.

Built on Microsoft Fabric and Power BI, and delivered in partnership with Data Mastery, the EduLake platform provides a trusted foundation for analytics, reporting, AI and secure data sharing across the system.

By prioritising strong data foundations, domain-based architecture and governance by design, the Department established a platform capable of supporting immediate business needs while remaining adaptable to future education and policy challenges.