AI + Human QA: 10,000+ Fact-Checked 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.