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Data Platforms

State Education Accountability Dashboard

Real-Time K-12 Analytics Platform

The Problem

A state education agency needed to consolidate district and school data into a unified analytics platform — with drill-down capabilities from statewide metrics to student-level insights.

What We Built

We implemented a medallion data architecture (Raw → Bronze → Silver → Gold) to ingest and harmonize enrollment, assessment, financial, and accountability data from disparate district systems. An AI analytics engine trained against the gold-layer data powers natural language querying. Role-based access ensures teachers see student-level data, principals see school-wide trends, and state officials see aggregate metrics. Embedded Power BI dashboards provide interactive visualizations at every level.

Architecture

DATA SOURCESMEDALLION LAYERSPRESENTATION48 DistrictsAssessment DataFinancial DataBronze (Raw)Silver (Clean)Gold (Analytics)AI AnalyticsPower BIRole-Based Views

Technology Stack

Azure Data FactoryDatabricksSparkPower BIPythonAzure SQLReact

Outcomes

District and school data consolidated into one platform
Drill-down: State → District → School → Student
AI-powered natural language analytics
Role-based dashboards for multiple stakeholder groups

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