Reader-selected comparison
Compare vendor research Compare the public support recorded for each security requirement. Unresolved and incomplete research remains visible instead of being treated as support.
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Varonis AI Security Sensitive-data discovery and access ×
Add vendor Select a vendor… Aembit — Machine and workload identity AIM Security / Cato Networks — Employee AI access and usage controls Akamai API Security — AI API and web application protection Akto — AI API and web application protection Apex Security / Tenable — Exposed AI asset discovery Astrix Security / Cisco — Machine and workload identity Aurascape — Employee AI access and usage controls Backslash Agentic AI Endpoint Security — Coding-agent and developer workstation security BigID AI Security and Governance — Sensitive-data discovery and access Cequence AI Gateway — AI API and web application protection Cisco AI Defense — Employee AI access and usage controls Cloudflare AI Security Suite — Network and cloud access controls Credo AI — AI governance, risk, and compliance CrowdStrike AI Security — Endpoint AI application controls CyberArk Secure AI Agents — Agent identity and permissions Cyberhaven — Sensitive-data discovery and access Enkrypt AI — AI testing and adversarial assurance Entro Security — Machine and workload identity F5 AI Security Platform — AI application runtime protection Grip Security — Business-application configuration security Harmonic Security — AI data protection Harness AI Security / Traceable — AI API and web application protection HiddenLayer — AI application runtime protection Holistic AI — AI governance, risk, and compliance Imperva AI Application Security — AI API and web application protection Island Enterprise Browser — Browser and extension controls Iterate.ai AgentWatch — AI governance, risk, and compliance JetStream Security — AI asset and configuration security Keycard — Agent identity and permissions Knostic — Action-taking agent safeguards Kong AI Gateway — AI gateway and tool-connection controls Lakera / Check Point — AI application runtime protection Lasso Security — AI application runtime protection LatticeFlow AI — AI testing and adversarial assurance LayerX Security — Browser and extension controls Microsoft Purview DSPM for AI — Sensitive-data discovery and access Mindgard — AI testing and adversarial assurance ModelOp — AI governance, risk, and compliance Netskope AI Security — Network and cloud access controls Nightfall AI — AI data protection Noma Security — Action-taking agent safeguards Oasis Security — Machine and workload identity Obsidian AI Security — Business-application configuration security Okta for AI Agents — Agent identity and permissions Onyx AI — Approved enterprise AI platforms Operant AI — AI application runtime protection Orca AI-SPM — AI asset and configuration security Palo Alto Networks Prisma AIRS — AI application runtime protection Pangea / CrowdStrike Falcon AIDR — AI application runtime protection Prompt Security / SentinelOne — AI data protection Proofpoint AI Security / Acuvity — Employee AI access and usage controls Reco — Business-application configuration security Runlayer — AI gateway and tool-connection controls Salt Agentic Security Platform — AI API and web application protection Singulr AI — AI governance, risk, and compliance Snyk Evo — Coding-agent and developer workstation security Speakeasy AI Control Plane — AI gateway and tool-connection controls Token Security — Machine and workload identity Upwind AI Security — AI asset and configuration security Veeam / Securiti AI — Sensitive-data discovery and access Wallarm AI Control Platform — AI API and web application protection WitnessAI — AI governance, risk, and compliance Wiz AI-SPM / Google Cloud — Exposed AI asset discovery Zenity — Action-taking agent safeguards Zscaler AI Security — Network and cloud access controls Update comparison
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