Ideas
moderationai-safetyapi

AI content moderation API

Build an API that detects AI-generated child abuse imagery with higher accuracy than current solutions. Ad platforms and social networks would pay to integrate it.

Why now

Recent failures in AI moderation show current solutions can't keep up with synthetic content.

Who for
Social platforms and ad networks
Business model
API subscription per scan volume
Effort
A few months

Social platforms struggle to detect AI-generated abusive content at scale, leading to legal risks and PR disasters.

Offer an API that uses multi-modal detection (image hashes, metadata analysis, generative fingerprints) to flag synthetic abuse imagery before human review.

Sell to ad networks, cloud providers, and social platforms under compliance pressure – charge per million scans with SLAs.

MVP: Wrap existing open-source detection models in a Cloudflare Worker with a simple JSON API.

Risk: Arms race with generators may require constant model retraining.

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AI content moderation API — Ideas