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Simbian® vs Uncoil

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Simbian® compared with Uncoil
DetailSimbian® logo Simbian®Uncoil logo Uncoil
What it doesSelf-Improving Defense platform that protects from AI attacks AI agent observability, tracing and evaluation platform
StageNot given Not given
Founded2022 Not given
Based inUS Not given
Pricing modelContact for pricing Freemium
PricingNot given Not given
Key features
  • Acts directly in EDR, cloud, Active Directory, and SIEM
  • Investigates every alert to a verdict with reasoning, not playbooks
  • AI SOC Agent for automated alert triage and response
  • AI Threat Hunt Agent for hypothesis-driven threat detection
  • AI Pentest Agent for continuous, on-demand offensive testing
  • AI NetSecOps Agent for firewall and network operations
  • Context Lake for organization-wide persistent memory of assets and verdicts
  • Multi-tenant isolation with per-tenant reasoning for MSSPs
  • Hardened against prompt injection and data poisoning
  • Trace viewer showing model calls, tool calls, and retrievals
  • Cost tracking per step with latency and token counts
  • Root cause detection for failures
  • Live streaming and replay of agent runs
  • Automatic secret redaction before data transmission
  • Semantic search across runs and steps
  • Support for multiple frameworks and languages
  • Evaluations and datasets for quality assessment
  • Slack alerts and release gates
  • Collaboration and code review tools
What makes it different
  • Responds to every alert in under 4 minutes on average
  • 95% of proposed actions approved by your own analysts
  • Self-improves by learning from analyst corrections
  • Onboards tenants in hours, not months
  • One-line setup with automatic detection of model and tool calls
  • Identifies first failure point instead of surface errors
  • Per-step cost visibility with no monthly surprises
  • Automatic secret stripping keeps sensitive data local
  • No agent code rewriting required
Community votes00
DR (Domain Rating by Ahrefs)44 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)170
Citation Flow (Majestic)3622
Referring domains (Majestic)3561

4 details filled in for both companies.

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