Viz.ai vs Agent Security Suite

Detailed side-by-side comparison to help you choose the right tool

Viz.ai

🔴Developer

Business AI Solutions

AI-powered medical imaging platform that accelerates diagnosis and treatment of critical conditions

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Starting Price

Paid
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Agent Security Suite

🟢No Code

Business AI Solutions

Enterprise-grade security platforms that protect, monitor, and govern AI agents across their full lifecycle — from development through production deployment — with unified observability, threat detection, and compliance controls.

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Starting Price

Custom
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Feature Comparison

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FeatureViz.aiAgent Security Suite
CategoryBusiness AI SolutionsBusiness AI Solutions
Pricing Plans4 tiers10 tiers
Starting PricePaid
Key Features
  • • Health monitoring
  • • Symptom analysis
  • • Treatment recommendations
  • • AI agent discovery and inventory management
  • • Runtime behavior monitoring and threat detection
  • • Prompt injection and manipulation defense

Viz.ai - Pros & Cons

Pros

  • ✓Improved diagnostic accuracy
  • ✓24/7 monitoring
  • ✓Data-driven insights
  • ✓Cost reduction

Cons

  • ✗Regulatory requirements
  • ✗Privacy concerns
  • ✗Cannot replace human doctors

Agent Security Suite - Pros & Cons

Pros

  • ✓Broad cross-platform coverage spanning Microsoft Copilot, Salesforce Agentforce, ServiceNow, ChatGPT Enterprise, Google Vertex AI, and Amazon Bedrock in a single control plane
  • ✓Three-layered architecture (Observability, AI-SPM, AIDR) maps cleanly to established security disciplines like CSPM and EDR, shortening the learning curve for existing SecOps teams
  • ✓Active original research program through Zenity Labs, with named vulnerability disclosures like AgentFlayer and PleaseFix that feed detections back into the product
  • ✓Detects shadow AI and citizen-developed agents in low-code environments like Power Platform, which most general-purpose security tools miss entirely
  • ✓Industry-specific framing for financial services, government, and healthcare with compliance-oriented controls suited to regulated deployments
  • ✓Runtime threat detection goes beyond static posture scanning to catch prompt injection, data exfiltration, and anomalous agent behavior in production

Cons

  • ✗Enterprise-only pricing with no published tiers, free trial, or self-serve option — unsuitable for small teams or early-stage experimentation
  • ✗Value depends on the breadth of agent platforms you actually run; single-platform shops may find narrower native tooling cheaper
  • ✗Agentic AI security is a young category, so detection coverage and false-positive rates are still maturing across the industry, Zenity included
  • ✗Requires meaningful integration work and permissioned connections to each agent platform, which can be slow in change-controlled enterprises
  • ✗Overlaps with features now appearing natively in Microsoft Purview, Salesforce Shield, and hyperscaler AI guardrails, forcing buyers to justify a dedicated layer

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🔒 Security & Compliance Comparison

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Security FeatureViz.aiAgent Security Suite
SOC2——
GDPR——
HIPAA——
SSO——
Self-Hosted——
On-Prem——
RBAC——
Audit Log——
Open Source——
API Key Auth——
Encryption at Rest——
Encryption in Transit——
Data Residency——
Data Retention——
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