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Zenity vs HiddenLayer

ZenityHiddenLayer

Bottom line: Zenity for enterprises with large Copilot or Power Platform footprints; HiddenLayer for enterprises with significant AI deployments.

Security and governance for the AI agent workforce.

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Security platform for AI models and the ML lifecycle

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Votes00
PricingPaidPaid
CategoryAi SecurityAi Security
Tags
ai-agent-securityai-governanceaispmshadow-aiaidr
ai-securitymodel-securityadversarial-mlruntime-defensemlsecops
Best for
  • Enterprises with large Copilot or Power Platform footprints
  • Organizations building many custom AI agents
  • Security teams tackling shadow AI
  • Enterprises with significant AI deployments
  • Public-sector and high-assurance environments
  • Teams needing adversarial-ML defense
Pros
  • Broad coverage across SaaS, cloud and endpoint agents
  • Shadow-agent discovery addresses a real blind spot
  • Three-pillar model (observability, AISPM, AIDR) is comprehensive
  • Best-funded independent vendor in this set (~$180M)
  • Recognized by Gartner in AI agent governance
  • Broad, model-centric AI security platform
  • Discovery, supply chain, runtime, and simulation in one
  • Detections mapped to MITRE ATLAS and OWASP
  • Well funded and independent as of 2026
  • Government and high-assurance track record
Cons
  • Agent security is a young, fast-changing category
  • Enterprise-only with no public pricing
  • Cloud-delivered; no self-hosted option advertised
  • Value depends on breadth of your agent estate
  • Overlaps in part with native platform controls
  • Enterprise-only, custom pricing with no free tier
  • Requires a sales process to evaluate
  • Independence carries potential acquisition risk
  • Aimed at mature AI/security teams, not individuals
  • Deployment complexity for full coverage

Comparison generated from each tool's listing. Add or remove tools above to change it.