Client
The customer is a government education board responsible for overseeing schools and student outcomes across the country. Committed to advancing learning outcomes, the board sought innovative ways to leverage artificial intelligence to streamline performance analysis, empower teachers and administrators, and pave the way for personalized education.
Challenges
The board needed to gain rapid insights into student performance across all schools while maintaining strict privacy standards. Traditional performance analysis methods were time-intensive and lacked granularity, often delaying decisions that could improve learning outcomes.
In addition to performance analytics, the board aimed to transition toward personalized learning by creating e-learning plans tailored to each student’s most recent performance. This shift would enable educators to address individual strengths and weaknesses, but achieving it required secure, scalable AI solutions capable of real-time data interaction.
Solution Overview
MulticoreWare collaborated with the board to develop an on-device AI agent capable of securely interacting with student records. The agent provides instant answers to performance-related queries (e.g., “Which students excel in mathematics county-wide?”), ensuring administrators and teachers can make data-driven decisions quickly.
The solution also includes ongoing work to extend the AI agent’s capabilities to generate individualized e-learning plans, enabling personalized education at scale. This forward-looking approach will transform how students receive tailored academic support, fostering improved outcomes and engagement.
Key aspects of the solution
- Deployment on Local GPU Servers for secure, county-wide access
- Optimized Gemma 27B Model and LLMOps Pipeline to enhance accuracy and efficiency
- Interactive Q&A Support for administrators and teachers, directly integrated with student performance records
Technology Stack
Solution Highlights
Instant Performance Insights
Enables administrators to identify trends and opportunities across the county in real time.
Privacy - Compliant Local Deployment
Keeps sensitive student data secure while ensuring compliance with data protection policies.
Pathway to Personalized Learning
Establishes the foundation for automated e-learning plans customized for each student’s strengths and areas for improvement.
Business Impact
- Time Savings for Educators: Teachers and administrators save significant analysis time, allowing them to focus on strategic interventions.
- Personalized Student Support: Students benefit from customized learning plans tailored to their performance, improving engagement and outcomes.
- Leadership in AI-Powered Education: The board strengthens its position as a pioneer in AI-driven educational innovation, setting a benchmark for others to follow.
Conclusion
By deploying a secure, high-performance AI agent, the Educational Board has revolutionized how student performance data is analyzed and acted upon. This initiative not only enhances efficiency and decision-making speed but also lays the groundwork for personalized learning at scale, ensuring every student receives the attention they deserve.
MulticoreWare’s expertise in AI solutions, LLM optimization, and educational technology enabled this transformative solution. To learn how we can help your organization leverage AI for innovation and impact, please contact info@multicorewareinc.com.
