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Development of a Data-Driven Student Success Platform

railsware.com

Education

Challenge: Improving Student Outcomes with Data

Educational leaders face the challenge of effectively leveraging data to understand student learning patterns and implement targeted interventions. Existing solutions often lack the depth of research-based frameworks and the ability to integrate data from diverse sources to generate actionable insights quickly. There's a need for a platform that provides clear, evidence-based recommendations to improve student success.

About the Client

BrightBytes is a research-based decision support platform for educational leaders, providing data analytics and evidence-based frameworks to improve student learning outcomes. They serve K-12 schools and districts.

Objectives: Enhance Decision-Making & Student Performance

Provide educators with quick and effective data-driven insights to improve student learning outcomes.
Enable data-informed decision-making at the school and district levels.
Offer evidence-based frameworks for addressing student learning challenges.
Facilitate integration of various data sources for a comprehensive view of student performance.
Scalable platform to support a large number of users and data points.

Functional Requirements: Core Platform Capabilities

Data ingestion and integration from various school systems (e.g., student information systems, assessment data).
Evidence-based framework application for identifying learning gaps and recommending interventions.
Data visualization and reporting tools for presenting insights clearly.
Customizable dashboards for different user roles (e.g., school administrators, teachers).
Alerting system to flag students or classes requiring attention.
User authentication and access control.
Integration with external data sources (e.g., Google Maps for geographic analysis).

Preferred Technologies

Ruby on Rails

React

Snowflake

Sisense

PostgreSQL

Redis

AWS

Heroku

Mixpanel

Google Analytics

Required Integrations

Facebook
Twitter
Google Auth
Google Maps
SendGrid
Mailtrap

Non-Functional Requirements

Scalability to handle large datasets and a growing user base.
High performance and responsiveness.
Security to protect sensitive student data.
Reliability and availability.
Maintainability and extensibility.

Expected Business Impact

The successful development and implementation of this platform are expected to lead to improved student learning outcomes, increased efficiency in educational decision-making, and enhanced data-driven insights for school leaders. This will contribute to BrightBytes' continued growth and solidify its position as a leading provider of data analytics solutions for education.