Use Case
Oct 28, 2025
In the burgeoning world of AI image generation, fostering a safe and creative community is paramount. But what happens when the very tools meant to protect that community are too rigid, leading to a frustrating cycle of content takedowns and successful appeals?
This was the challenge facing Weights.com, a leading AI image generation platform and a valued Clavata partner.
The Challenge:
A Rigid System in a Creative World
When Weights joined us in January 2025, they were grappling with a content moderation solution from an established company in the industry that was ill-suited for the nuances of AI-generated art. The platform's inflexible mechanics resulted in a staggering 80% appeal approval rate. This wasn't just a metric; it was a sign of a broken process. Creators were having their work incorrectly flagged, and the team at Weights was buried in a sea of appeals, trying to manually correct the shortcomings of their automated system.
The Solution:
Building a Policy as Dynamic as AI Art
At Clavata, we understand that content moderation in the AI space requires a nuanced and adaptable approach. We collaborated closely with the Weights team to meet their high standards. By using our AI, they were able to leverage a system that understands the context and creativity of their users' work better than others.
The Results:
Drastically Lower Appeals and Unprecedented Confidence
The flexibility of Clavata’s platform empowered the Weights team to continually refine their approach. As they adapted their policies, they saw a significant and steady decline in their appeal approval rate. This iterative success has made their moderation so accurate that they can now confidently disable appeals for specific violations, allowing their team to focus on community engagement and platform growth.
Your Partner in Building a Safer AI Community
The success of Weights.com demonstrates the transformative power of a flexible, intelligent, and collaborative approach to content safety. If your platform is struggling with a one-size-fits-all moderation system, it's time to explore a solution that can adapt and grow with you.
Ready to see how Clavata can help you build a more effective and fair content moderation system? Contact us today for a free consultation!
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See how we tailor trust and safety to your unique use cases. Let us show you a demo or email us your questions at hello@clavata.ai