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Generative AI Content

AI Course Builder & Knowledge Engine

EduTech Pro

RAG-powered platform that auto-generates courses and personalized study paths from enterprise knowledge.

Overview

Project Overview

EduTech Pro provides corporate learning solutions to 150+ enterprises. Their instructional design teams spent weeks building courses manually — extracting knowledge from SMEs, structuring curricula, creating assessments, and adapting content for different learning levels.

Agiliztech developed a RAG-powered learning platform that auto-generates courses, quizzes, and personalized study paths from enterprise knowledge bases — cutting course creation time by 85% while improving learner engagement by 52%.

Industry

Education & Corporate Learning

Timeline

12 weeks

Tech Stack

RAG ArchitectureEmbedding ModelsAdaptive Learning EngineNext.jsGCP

The Challenge

What problems needed solving?

1

Slow Course Development

Creating a single 8-module course required 6-8 weeks of instructional design work, limiting the catalog to 40 new courses per year.

2

Outdated Knowledge Base

Enterprise documentation changed frequently, but course content lagged 6-12 months behind — teaching employees outdated processes and policies.

3

One-Size-Fits-All Learning

All learners received identical course paths regardless of their existing knowledge level, role, or learning style — leading to 35% dropout rates.

4

Assessment Quality

Quiz questions were manually written and often tested recall rather than application, providing poor signals of actual competency development.

The Solution

How Agiliztech delivered results

1

RAG-Powered Course Generator

Built a retrieval-augmented generation system that ingests enterprise documents, SOPs, and training materials to automatically structure and generate course modules.

2

Live Knowledge Sync

Implemented continuous indexing of source documents so course content automatically updates when underlying knowledge bases change.

3

Adaptive Learning Paths

Created a diagnostic engine that assesses learner knowledge gaps and generates personalized study paths that skip mastered topics and reinforce weak areas.

4

Intelligent Assessment Engine

Built a question generator that creates scenario-based, application-focused assessments calibrated to Bloom's taxonomy levels.

The Benefits

Measurable business impact

85%

Creation Speed

Reduction in course development time — from 6 weeks to under 5 days per course.

+52%

Engagement

Increase in learner engagement scores driven by personalized, relevant content.

+38%

Retention

Improvement in knowledge retention measured by post-training assessments at 30 and 90 days.

6x

Course Catalog

Expansion in annual course output — from 40 to 240+ courses per year.

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