AI + Human QA: 10,000+ Fact-Checked Educational Solutions Daily

How eQOURSE built an AI + human QA pipeline delivering 10,000+ fact-checked solutions daily for a global EdTech platform - 200+ SMEs, 10+ institutions.

Challenge

AI-generated educational responses created a credibility problem. Issues: accuracy (hallucinations), plagiarism risks, authenticity concerns, and scale (10,000+ solutions per day needed). The client needed AI speed combined with human expert credibility.

Solution

We developed an AI + Human QA hybrid pipeline: AI Response Generation at scale. Expert Assignment routing to 200+ SMEs. Human Review and Infusion adding expert nuance. Plagiarism and Fact-Check Layer for validation. Quality Metrics Tracking with regular reports. Delivered 10,000+ reviewed solutions daily across 10+ institutions.

Results

Key outcomes: 10,000+ fact-checked solutions delivered daily without compromising quality. Students received credible expert-validated answers improving platform trust. Plagiarism and factual error rates dropped to near-zero. Platform scaled its global reach significantly. Solution became a core differentiator in the competitive AI education market.