overview
Overview
Global threat intelligence and automation for policy enforcement teams.
AI ToolSleeping Giant
ActiveFence Trust & Safety Intelligence
Global threat intelligence and automation for policy enforcement teams.
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 it sits in the trust + coordination layer where platforms legally need defensible, auditable enforcement. An LLM can classify content, but platforms need a system that bears liability, integrates with their moderation workflows, and produces evidence for legal defense. The proprietary threat intelligence (known bad actors, coordinated inauthentic behavior patterns, emerging abuse vectors) is constantly refreshing and platform-specific. Replacing this means platforms own the classification risk and lose the third-party liability shield.”
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
- Classify user-generated content as policy-violating or safe based on text/image analysis
- Generate policy violation reports and summary statistics
- Suggest moderation actions (remove, flag, suspend) based on violation patterns
- Create audit logs of enforcement decisions
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 proprietary threat data collection across platforms — make your dataset of coordinated abuse patterns, emerging tactics, and actor networks impossible to replicate. Embed deeper into regulatory workflows (CSAM reporting, GDPR takedowns, court orders) where your audit trail and compliance integration become non-negotiable.
- 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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