One platform
Detect, decide, and act on every harm in one place.
Signals from your platform
- • Posts & comments
- • Accounts & behavior
- • Images, audio & video
- • Transactions & listings
Four engines review, score, and decide, in real time.
- FraudAIBehavioral clustering stops bad actors
- PolicyAILLM-driven content moderation
- MediaForensicsSynthetic & tampered media
- PolicyLMLow-cost, ultra low-latency model
Allow, block, ban, flag or escalate — using your guidelines (age, geo, user trust, etc.)
Musubi Coop
Human review console
Moderators rule on the hard, judgment-heavy cases with rich audit logs and reason codes.
Every decision feeds back to retrain the models — accuracy compounds continuously, and the closed loop starts again.
- Content AtlasNovel content insights
- Fraud ClusteringMaps new fraud patterns
One platform
Detect, decide, and act on every harm in one place.
Signals from your platform
- • Posts & comments
- • Accounts & behavior
- • Images, audio & video
- • Transactions & listings
Four engines review, score, and decide, in real time.
- FraudAIBehavioral clustering stops bad actors
- PolicyAILLM-driven content moderation
- MediaForensicsSynthetic & tampered media
- PolicyLMLow-cost, ultra low-latency model
Allow, block, ban, flag or escalate — using your guidelines (age, geo, user trust, etc.)
Musubi Coop
Human review console
Moderators rule on the hard, judgment-heavy cases with rich audit logs and reason codes.
Every decision feeds back to retrain the models — accuracy compounds continuously, and the closed loop starts again.
- Content AtlasNovel content insights
- Fraud ClusteringMaps new fraud patterns