Select up to four vendors for a side-by-side technical comparison.
AI GovernanceAI ComplianceIdentity
Microsoft
Enterprise platform vendor spanning identity, data security, compliance, and Azure AI controls.
Deployment: SaaS, Cloud, Hybrid
Clouds: Microsoft Azure, AWS, Google Cloud, Multi-cloud
Products: Microsoft Purview, Microsoft Entra, Azure AI Content Safety
Last reviewed: 2026-07-25
AI GovernanceAI ComplianceData Classification
Microsoft
Data governance and data security posture management for Microsoft-centric enterprise environments.
Deployment: SaaS, Cloud
Clouds: Microsoft Azure, Multi-cloud
Products: Microsoft Purview, Microsoft Purview Data Map, Microsoft Purview Information Protection
Last reviewed: 2026-07-25
Content SafetyPrompt SecurityGuardrails
Microsoft
Content safety service for moderating prompts, responses, and multimodal AI inputs on Azure.
Deployment: SaaS, Cloud
Clouds: Microsoft Azure
Products: Azure AI Content Safety, Azure AI Studio
Last reviewed: 2026-07-25
AI GovernanceAI Security Posture ManagementModel Monitoring
Google Cloud
Cloud AI platform with model operations, security posture visibility, and data controls.
Deployment: SaaS, Cloud, Hybrid
Clouds: Google Cloud, Multi-cloud
Products: Vertex AI, Model Armor, Security Command Center
Last reviewed: 2026-07-25
AI GatewayGuardrailsAI Governance
Amazon Web Services
Cloud AI platform with governance, model access controls, and security services.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Multi-cloud
Products: Amazon Bedrock, Guardrails for Amazon Bedrock, Amazon SageMaker
Last reviewed: 2026-07-25
Content SafetyAI GovernanceAI Observability
OpenAI
Enterprise model provider with access controls, admin visibility, and usage governance.
Deployment: SaaS, Cloud
Clouds: Microsoft Azure, Multi-cloud
Products: ChatGPT Enterprise, OpenAI API, Admin console
Last reviewed: 2026-07-25
Content SafetyModel EvaluationAI Governance
Anthropic
Model provider focused on enterprise AI usage, safety controls, and model evaluation workflows.
Deployment: SaaS, Cloud
Clouds: AWS, Google Cloud, Multi-cloud
Products: Claude, Anthropic Console, Enterprise API
Last reviewed: 2026-07-25
Threat DetectionAI Security Posture ManagementRuntime Protection
Palo Alto Networks
Security platform vendor spanning cloud security, SOC operations, and AI defense controls.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Prisma Cloud, Cortex XSIAM, Cortex XDR
Last reviewed: 2026-07-25
AI Security Posture ManagementDSPMData Classification
Wiz
Cloud security platform with DSPM, posture visibility, and runtime monitoring for cloud workloads.
Deployment: SaaS, Cloud
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Wiz Cloud Security Platform, Wiz DSPM, Wiz Runtime Sensor
Last reviewed: 2026-07-25
IdentityAccess ControlAgent Security
CyberArk
Identity security and privileged access platform for human, machine, and workload identities.
Deployment: SaaS, Cloud, Hybrid, On-premises
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: CyberArk Identity, CyberArk Privileged Access Manager, CyberArk Secrets Manager
Last reviewed: 2026-07-25
IdentityAccess ControlAI Governance
SailPoint
Identity security cloud platform for access governance and lifecycle controls.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: SailPoint Identity Security Cloud, Identity Security Platform, IdentityNow
Last reviewed: 2026-07-25
Prompt SecurityContent SafetyGuardrails
Lakera
Prompt security platform for guarding enterprise AI interactions against prompt-based abuse.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Lakera Guard, Lakera Red Team, Lakera Evaluate
Last reviewed: 2026-07-25
Model SecurityAI Red TeamingModel Evaluation
Protect AI
AI security platform for model scanning, red teaming, and supply chain protection.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Protect AI Platform, Recon, Guardian
Last reviewed: 2026-07-25
Runtime ProtectionModel MonitoringAI Red Teaming
HiddenLayer
Model threat detection and runtime protection for enterprise AI deployments.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: HiddenLayer AI Security Platform, Model Scanner, Runtime Protection
Last reviewed: 2026-07-25
AI Security Posture ManagementAI GovernanceAI Discovery
Noma Security
AI security platform focused on discovery, posture management, and policy enforcement.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Noma Platform, AI Security Posture Management, AI Discovery
Last reviewed: 2026-07-25
GuardrailsModel EvaluationAI Compliance
CalypsoAI
AI security platform for runtime protection, policy enforcement, and red teaming.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: CalypsoAI Platform, Guardrails, Red Teaming
Last reviewed: 2026-07-25
Model EvaluationAI Red TeamingModel Security
Robust Intelligence
Model validation, testing, and robustness controls for enterprise AI systems.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Robust Intelligence platform
Last reviewed: 2026-07-25
Prompt SecurityContent SafetyAI Governance
Prompt Security
Prompt protection, employee AI usage controls, and enterprise guardrails.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Prompt Security platform
Last reviewed: 2026-07-25
Threat DetectionAI ObservabilityIdentity
Cisco Systems
Security platform vendor with AI defense, identity, and networking controls.
Deployment: SaaS, Cloud, Hybrid, On-premises
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Cisco AI Defense, Cisco XDR, Cisco Secure Access
Last reviewed: 2026-07-25
Threat DetectionModel MonitoringAI Observability
CrowdStrike
Security platform vendor with cloud, identity, data, and threat detection capabilities.
Deployment: SaaS, Cloud
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: CrowdStrike Falcon, Falcon Cloud Security, Falcon Data Protection
Last reviewed: 2026-07-25
AI ObservabilityThreat DetectionModel Monitoring
Splunk
Observability and security platform used for telemetry, analytics, and response workflows.
Deployment: SaaS, Cloud, Hybrid, On-premises
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Splunk Enterprise Security, Splunk SOAR, Splunk Observability Cloud
Last reviewed: 2026-07-25
Threat DetectionAI ObservabilityModel Monitoring
SentinelOne
Autonomous security platform spanning endpoint, cloud, identity, and data protection.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: SentinelOne Singularity Platform, Singularity Cloud Security, Singularity Data Lake
Last reviewed: 2026-07-25
AI GatewaysAccess ControlThreat Detection
Cloudflare
Edge, zero trust, and AI gateway services for secure application delivery and control.
Deployment: SaaS, Cloud, Hybrid
Clouds: AWS, Microsoft Azure, Google Cloud, Multi-cloud
Products: Cloudflare AI Gateway, Cloudflare One, Cloudflare Workers AI
Last reviewed: 2026-07-25
IdentityAccess ControlAI Governance
Okta
Identity and access management platform for workforce and customer identity, governance, and privileged access.
Deployment: SaaS, Cloud
Clouds: Multi-cloud
Products: Okta Workforce Identity Cloud, Okta Customer Identity Cloud, Okta Identity Governance
Last reviewed: 2026-07-25
IdentityAccess ControlAI Governance
Ping Identity
Identity and access management platform for workforce, customer, and hybrid deployments.
Deployment: SaaS, Cloud, Hybrid
Clouds: Multi-cloud
Products: PingOne, PingOne Protect, PingOne DaVinci
Last reviewed: 2026-07-25