Consumer Platform — Multimodal Content Moderation

99.58% accuracy. $1.00 per thousand images. 11 of 11 criteria passed on first review. Content moderation that's accurate and affordable isn't a trade-off.

A consumer social platform needed production-grade multimodal content moderation. The previous approach was either inaccurate or expensive. VeUP built a multimodal moderation agent on Amazon Bedrock that passed 11 of 11 acceptance criteria on first review.

In production

• 99.58% NSFW accuracy in production
• +45.6 percentage point lift versus the naive baseline
• ~$1.00 per 1,000 images end-to-end
• 11 of 11 acceptance criteria passed on first review

AWS Services:

Amazon Bedrock

Qwen 3 VL

AWS Step Functions

AWS Lambda