Wiz
Cloud-native security platform
Cloud security platform expanding into AI security posture management and visibility for AI services, workloads and data exposure.
AI-SPMCloud SecurityAI Governance
Products
Wiz AI-SPM, Wiz Cloud
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Vendor Intelligence · AI Security
AI Security Solutions Intelligence Hub
Executive landscape of AI Security vendors, products, architectures and strategic technology capabilities for enterprise CISOs.
21
Vendors
10
Categories
High
Momentum
V1.3
Compact
CISO Mind MapFunctional View
Governance
Prompt Security
Runtime
AI-SPM
Agent Risk
Monitoring
Functional ecosystem view connecting vendors, products and enterprise AI security capabilities.
Functional Ecosystem Map
AI Security vendor landscape
A curated first version of vendors and solutions mapped to the AI Security capabilities CISOs are evaluating.
21 of 21 vendors
High
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Lakera
AI-native security specialist
AI security platform focused on prompt injection protection, LLM application defense and AI runtime guardrails.
Prompt SecurityAI FirewallingRuntime Security
Products
Lakera Guard
Protect AI
AI/ML security platform
Security platform for AI and ML systems focused on model scanning, AI supply chain risk and governance across ML pipelines.
Model SecurityAI Governance
Products
Guardian, Recon, ModelScan
HiddenLayer
Model and AI threat defense
AI security company focused on protecting machine learning models, detecting adversarial threats and monitoring AI systems.
Model SecurityRuntime SecurityDetection & Monitoring
Products
AISec Platform
Palo Alto Networks
Enterprise security platform
Enterprise cybersecurity platform extending cloud, runtime and AI security capabilities across modern enterprise environments.
Runtime SecurityCloud SecurityAI Firewalling
Products
Prisma AIRS, Prisma Cloud, Cortex
CrowdStrike
Enterprise XDR platform
Security operations and XDR platform adding AI-driven workflows, identity protection and cloud workload visibility.
Detection & MonitoringRuntime SecurityIdentity & Access
Products
Falcon, Charlotte AI, Falcon Cloud Security
Microsoft Security
Enterprise platform ecosystem
Broad enterprise security ecosystem connecting identity, data governance, SOC operations and AI-assisted security workflows.
AI GovernanceIdentity & AccessDetection & Monitoring
Products
Microsoft Defender, Entra, Purview, Security Copilot
Google Cloud Security
Cloud and AI security ecosystem
Cloud security and threat intelligence ecosystem with AI, detection, response and governance capabilities.
AI GovernanceCloud SecurityDetection & Monitoring
Products
Security Command Center, Vertex AI Security, Mandiant
AWS Security
Cloud-native security services
Native AWS security services supporting AI workloads, cloud governance, threat detection and secure AI application deployment.
Cloud SecurityAI GovernanceRuntime Security
Products
Amazon Bedrock Guardrails, GuardDuty, Security Hub
Orca Security
Agentless cloud security platform
Agentless cloud security platform extending visibility into cloud risks, sensitive data exposure and AI-related workloads.
AI-SPMCloud Security
Products
Orca Cloud Security Platform
SentinelOne
Autonomous security platform
Autonomous security platform with AI-assisted SOC, endpoint, cloud and identity protection capabilities.
Detection & MonitoringRuntime Security
Products
Singularity Platform, Purple AI
Zscaler
Zero Trust platform
Zero Trust platform with data protection, secure access and emerging AI governance/security capabilities.
Identity & AccessAI Governance
Products
Zscaler Zero Trust Exchange, AI Data Protection
Cisco Security
Enterprise security portfolio
Enterprise security portfolio spanning identity, network, detection, analytics and security operations.
Detection & MonitoringIdentity & Access
Products
Cisco Security Cloud, Splunk, Duo
CalypsoAI
Enterprise AI security platform
Enterprise platform focused on secure GenAI adoption, AI governance, prompt controls and model usage oversight.
AI GovernancePrompt SecurityRuntime Security
Products
CalypsoAI Platform
Prompt Security
GenAI security specialist
Security platform focused on enterprise GenAI visibility, prompt risk, data leakage and usage governance.
Prompt SecurityAI Governance
Products
Prompt Security Platform
Apex Security
AI security posture specialist
Emerging AI security platform focused on securing enterprise AI usage, apps and agentic workflows.
AI GovernanceRuntime SecurityAgent Security
Products
Apex AI Security Platform
Noma Security
AI security posture management
AI security posture management platform focused on visibility, governance and risk reduction across AI assets.
AI-SPMAI Governance
Products
Noma AI Security Platform
Cranium
AI security and governance
AI security and governance platform helping organizations discover, assess and manage AI system risk.
AI GovernanceModel Security
Products
Cranium Enterprise
SplxAI
AI red teaming and testing
AI security testing platform focused on adversarial testing, prompt attack simulation and LLM application risk discovery.
Prompt SecurityModel Security
Products
SplxAI Platform
NeuralTrust
AI firewall platform
AI firewall and gateway platform focused on securing LLM applications, prompts, responses and runtime interactions.
AI FirewallingPrompt SecurityRuntime Security
Products
NeuralTrust AI Gateway
Robust Intelligence
AI validation and protection
AI security platform focused on testing, validating and protecting AI models and AI applications.
Model SecurityAI Governance
Products
AI Security Platform
Executive Buyer Guidance
Key questions CISOs should ask
Does the platform protect inference runtime and AI application workflows?
Does it detect prompt injection, data leakage and model abuse patterns?
Can it integrate with cloud, identity, SIEM/XDR and Zero Trust architecture?
Does it provide governance visibility for enterprise AI adoption?
Is the solution mature enough for regulated enterprise environments?