Developing an AI-based Learning Management System: Benefits, Limitations, and Best Practices to Follow
Switching to remote work due to the COVID pandemic made online education much more popular than in previous years. Therefore, businesses started either considering developing a learning management system (LMS) from scratch or enhancing an existing one. To build a secure, reliable, and competitive solution, they also started looking for new approaches.
In this post, Apriorit experts overview how AI technology can strengthen an LMS solution and take teaching services to another level.
How can AI empower your LMS?
Enhancing software with AI usually helps businesses improve services by automating routine tasks and speeding up the analysis of large amounts of data. When applied in an LMS, AI capabilities can enhance system performance and make your product more competitive.
6 LMS functionalities to enhance with AI
With the great variety of improvement possibilities offered by AI, it’s not easy to pick the features that need to be improved the most. When choosing technologies to build an AI-based learning management system, consider these factors:
- The functionality or task you need to enhance
- Your organization’s experience with AI implementation
- The availability of ready-made AI models and solutions for your task
Pay attention to the following functionalities during AI-powered LMS development:
Best practices for developing an AI-powered LMS
Developing an AI-based learning system requires a great deal of caution and expert knowledge of both the technology and hidden obstacles in the development process. Here are some tips on how to improve the development process:
Limitations of AI for education
As any promising technology, AI has its weaknesses and limitations. The key limitations to consider when developing an AI-based learning management system are:
AI can help organizations take their educational experiences to the next level. With relevant technologies and development approaches, you can make AI perform management tasks, rework and adapt content, help students, and more. Most importantly, building an AI-based LMS frees time that people waste on simple routine activities and allows them to focus on challenging issues.
To find out best practices for AI implementation in LMS, check the full article in our blog: https://bit.ly/3HnttQu
