overview
Overview
Automates malware triage using AI.
AI ToolSleeping Giant
Revelstoke SOAR
Automates malware triage using AI.
shipped Nov 22, 2025trust, security & compliancepaid
Domain rating26Monthly visits286/mo
Trust, Security & ComplianceSafety & AbuseMalware Screening
Why it matters
1Trust, Security & Compliance
2Safety & Abuse
3Malware Screening
Stork Quadrant
Sleeping Giant· 31/100
Has a real moat but invisible to agents. Add an MCP and you'd climb.
“Revelstoke survives because malware triage lives in a trust + coordination moat, not a pure intelligence moat. An LLM can classify malware, but security teams need liability-bearing integration with their SIEM, ticketing, and incident response workflows — and they need to know who's responsible when a sample is misclassified and a breach happens. The regulatory pressure (SOC2, HIPAA, PCI) and the need to coordinate across detection, analysis, and response keeps this 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
- Classify malware samples by family or type using pattern matching
- Generate initial threat summaries or IOC extraction from raw samples
- Suggest remediation steps based on malware behavior classification
Agent-Readiness · 0/100
- Verified MCP
- Listed on agent surfaces
- Usage-based pricing
- Headless agent auth
- Public OpenAPI
- Active changelog
- llms.txt
How to defend
Double down on the coordination layer: become the API that security orchestration platforms call, not just a UI. Own the liability story explicitly — publish your false-negative rate and back it with insurance or SLAs. Proprietary malware sample data (from your customer base) is your refresh moat; make sure you're building a data flywheel that competitors can't replicate.
- 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 an OpenAPI spec at /openapi.json or /.well-known/openapi (+10).
Specs
API Available
Yes, public API
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