AI/ML-Powered Educational Insights
HeyEd is a secure and scalable platform for educational organizations, designed to leverage AI/ML capabilities on AWS for smarter data insights and automation. It enhances administrative efficiency with predictive analytics, intelligent document processing, and personalized recommendations while maintaining role-based access and secure cloud-backed storage.
- Predictive analytics on educational data
- Intelligent document processing
- Secure, role-based access on AWS
Client Overview
HeyEd is a secure and scalable platform for educational organizations, designed to leverage AI/ML capabilities on AWS for smarter data insights and automation. The platform enhances administrative efficiency by providing predictive analytics, intelligent document processing, and personalized recommendations while maintaining role-based access and secure cloud-backed storage.
Business Challenge
Educational institutions struggled with manual document management and incident reporting, limited predictive analysis of historical data, and difficulty delivering personalized recommendations or alerts. A secure, scalable, AI/ML-enabled solution on AWS was required to enhance operational efficiency.
Manual Workflows
Document management and incident reporting were time-consuming.
Limited Analytics
Historical data analysis lacked predictive insights.
Personalization Gaps
Hard to deliver personalized recommendations and alerts.
Security & Scale
Need for secure, scalable AI/ML on AWS.
Engagement Objectives
Implement AI/ML-driven analytics, automate document processing, deliver intelligent recommendations, integrate AWS AI services, and ensure secure, scalable workflows with RBAC.
Implement AI/ML models for predictive analytics on staff and venue data.
Automate document classification, expiry detection, and compliance alerts.Automate document classification, expiry detection, and compliance alerts.
Provide intelligent recommendations for incident management and resource allocation.
Integrate AWS AI/ML services such as SageMaker, Comprehend, and Rekognition.
Ensure secure and scalable AI/ML workflows with role-based access.
Solution Design
GenClouds designed HeyEd as a cloud-native AI/ML-enabled platform with the following components:
AI Document Processing
Automated classification, expiry detection, and compliance workflows.
Predictive Analytics
Insights on staff performance, venue utilization, and incident trends.
Intelligent Recommendations
Guidance for administrators to optimize resources and manage incidents.
AWS SageMaker Integration
Model training, deployment, and monitoring for ML workloads.
Secure Data Storage
AI/ML processed data stored on S3 with RBAC access.
Onboarding & Dashboards
Guided onboarding and intuitive dashboards for AI insights.
Solution Architecture
A robust architecture spanning frontend dashboards, backend services, AI/ML APIs, storage, authentication, and compliance automation.
Platform Architecture
Core components across UI, services, AI/ML, storage, auth, and compliance workflows.
- Frontend: React + Tailwind CSS with AI-powered dashboards
- Backend: Node.js / AdonisJS integrating AWS AI/ML APIs
- Storage & Infrastructure: AWS S3 for documents, AWS SageMaker for ML models
- Authentication: Role-based access controls (RBAC)
- Compliance & Automation: Automated alerts, logging, audit-ready AI workflows
Results & Outcomes
The AI/ML capabilities significantly improved intelligence, efficiency, decision support, user experience, and scalability for institutions of all sizes.
Intelligence: Predictive insights on staff, venues, and incidents.
Efficiency: Automated document classification and compliance checks.
Decision Support: Actionable recommendations for resource allocation and incidents.
User Experience: AI-enhanced dashboards and alerts improved responsiveness.
Scalability: Cloud-native AI/ML ensured performance at scale.
Conclusion
HeyEd successfully integrated AI/ML using AWS services, enabling predictive insights, automated compliance workflows, and optimized administrative operations. The secure, scalable, intelligence-driven platform helps institutions focus on educational outcomes while reducing manual overhead.