overview
Overview
Streaming moderation for audio/video with AI + human escalation.
AI ToolSleeping Giant
ActiveFence LIVE
Streaming moderation for audio/video with AI + human escalation.
shipped Nov 20, 2025buildpaid
Domain rating56
BuildObservability & GuardrailsContent Moderation
Why it matters
1Build
2Observability & Guardrails
3Content Moderation
Stork Quadrant
Sleeping Giant· 36/100
Has a real moat but invisible to agents. Add an MCP and you'd climb.
“ActiveFence survives because moderation is a trust + coordination + regulatory stack, not a single LLM task. An LLM can flag bad content, but platforms need liability protection, real-time streaming infrastructure, human escalation rails, and compliance audit trails — all things ActiveFence owns. The data moat (patterns of harmful content across millions of moderation decisions) compounds over time and informs their model training. This is defensible.”
Defensibility · 57/100
- Physical-world coupling
- Regulatory moat
- Network liquidity
- Proprietary refreshing data
- High-trust catastrophic workflows
- Multi-party coordination
- Brand / community / taste
An LLM alone could replace
- Flag potentially harmful content in a video stream using computer vision
- Transcribe and analyze audio for policy violations
- Generate moderation reports and confidence scores
- Suggest content categories or risk levels
Agent-Readiness · 10/100
- Verified MCP
- Listed on agent surfaces
- Usage-based pricing
- Headless agent auth
- Public OpenAPI— https://www.activefence.com/openapi.json
- Active changelog
- llms.txt
How to defend
Double down on the coordination layer: become the moderation orchestration backbone that platforms plug into, not just the detection engine. Own the liability story harder — publish compliance certifications and case studies showing how your human-in-the-loop process protects platforms legally.
- Ship an MCP server and list it on Stork — biggest single point gain (+25).
- Get listed in the Anthropic MCP registry, Cursor, or Claude Desktop (+20).
- Add a usage-based or per-call tier; per-seat-only pricing dies when agents replace seats (+15).
- Expose API-key auth with a self-serve sandbox tier; remove sales-call gates (+15).
- Publish a public changelog and ship in the last 90 days — silence reads as abandonment (+10).
Specs
API Docs
API Available
Yes, public API
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