AI 도구Sleeping Giant

신뢰와 안전 팀을 강화하세요

정책 집행을 위한 글로벌 위협 인텔리전스 및 자동화.

shipped 2025년 11월 20일buildpaid

BuildObservability & GuardrailsContent Moderation

ActiveFence Trust & Safety Intelligence - AI tool hero image

핵심 포인트

1NVIDIA 파트너십을 통해 강화된 안전성을 위한 실시간 필터링을 활용하세요.

2모든 사용자 계층에 대해 보편적인 가드레일을 구현하여 공정한 AI 안전성을 촉진합니다.

3인간의 전문성과 결합된 AI 기반 자동화를 활용하여 종합적인 부정 행위 감지를 실현하세요.

4변화하는 디지털 환경에서 글로벌 규정 준수와 브랜드 안전성을 확보하세요.

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.”
— Claude Haiku 4.5, scored 2026-05-26

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).

How this score is computed →See the full quadrant How to defend