Content Moderation Platform
AI-powered content moderation at scale — detect hate speech, nudity, violence, misinformation, and policy violations across text, images, and video.
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Content Moderation Platform · Agent Mesh
Content Ingestion
Receive content from multiple channels and formats.
Key Features
Text Moderation
NLP-powered detection of hate speech, harassment, spam, and policy violations in text.
Image Analysis
Computer vision for nudity, violence, graphic content, and policy-violating imagery.
Video Analysis
Frame-by-frame video moderation with audio transcript analysis.
Misinformation Detection
Fact-checking and credibility scoring for news and claims using knowledge graphs.
Appeal Management
Automated appeal handling with human-in-the-loop escalation for edge cases.
Policy Management
Configurable policy rules with severity tiers and automated enforcement actions.
How It Works
Content Ingestion
Receive content from multiple channels and formats.
Pre-Processing
Normalize and prepare content for analysis.
Multi-Modal Analysis
Run content through specialized analysis agents in parallel.
Policy Evaluation
Map detected signals to applicable policies and severity levels.
Decision Making
Make moderation decision based on policy rules and confidence scores.
Action Execution
Execute moderation actions (approve, warn, remove, escalate).
Appeal Handling
Process user appeals with additional review and context.
Learning & Tuning
Continuous model improvement from decisions and feedback.
Multi-Agent Architecture
Text Agent
Analyzes text content for policy violations using NLU models.
- Hate speech detection
- Harassment identification
- Spam filtering
- Toxicity scoring
- Context analysis
Visual Agent
Analyzes images and video frames for policy-violating visual content.
- Nudity detection
- Violence detection
- Graphic content
- Logo detection
- OCR screening
Audio Agent
Analyzes audio content for policy violations and transcription.
- Transcription
- Sentiment analysis
- Music detection
- Explicit content
- Language detection
Credibility Agent
Evaluates content credibility and detects potential misinformation.
- Fact checking
- Source verification
- Claim detection
- Knowledge graph
- Confidence scoring
Enforcement Agent
Executes moderation actions based on violation severity and policies.
- Content removal
- Warning display
- Account actions
- Appeal routing
- Escalation management
Use Cases
Social Media Platforms
Moderate user-generated content at scale across text, images, and video.
Marketplace Listings
Screen product listings for prohibited items and misleading content.
Online Gaming
Moderate chat, voice, and user profiles in gaming environments.
News & Publishing
Verify content accuracy and flag potential misinformation.
Education Platforms
Ensure safe learning environments with age-appropriate content filtering.
Enterprise Communications
Monitor internal communications for compliance and policy adherence.