State Education Analytics

A state education department managed data from 200+ school districts, each using different systems, formats, and reporting cycles. Producing statewide dashboards and federal reports required months of manual data collection, validation, and reconciliation. The department partnered with Vitosha to build a centralized analytics platform on Microsoft Fabric, unifying data from every district into a single governed repository with automated reporting and role-based access.

Each of the 200+ districts submitted data in different formats and schedules, requiring a team of 12 analysts to spend months manually cleaning and reconciling submissions before any statewide analysis could begin. Federal reporting deadlines were consistently at risk, and the department could only produce annual report cards with significant lag. State policymakers lacked timely data to make informed decisions on funding, curriculum, and intervention programs. Data quality varied wildly across districts, with no automated validation or feedback loop.

Phase 1: Data Lake and Governance — Built a central governed data lake on Microsoft Fabric with Purview for data cataloging, lineage, and quality rules, establishing a single source of truth for all 200+ districts. Phase 2: Standardized ETL Pipeline — Developed automated ETL pipelines in Fabric and Azure Data Factory to ingest, validate, and standardize data from each district’s SIS, assessment, and financial systems, reducing manual processing. Phase 3: Statewide Dashboard Ecosystem — Deployed Power BI dashboards for every stakeholder group — district leaders, state administrators, policymakers, and the public — with role-based access and drill-through to school and program-level detail.

All 200+ districts unified on a single platform with a common data model. The reporting cycle that previously took 4–6 months was compressed to under two weeks for standard federal and state reports. Call center volume for data requests dropped 40% as district leaders gained self-service access to their own dashboards. Report generation for federal compliance was 90% faster. The department reduced analyst headcount through attrition by 3 FTEs and redirected the team from data cleaning to data-driven policy analysis.

The unified analytics platform transformed the state’s ability to measure and improve educational outcomes. By replacing fragmented manual processes with a governed data foundation, the department gained timely, trustworthy insights and empowered every district with self-service analytics.