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Oligo Runtime AI is a commercial ai threat detection tool by Oligo Security. Witness Observe is a commercial ai threat detection tool by WitnessAI. Compare features, ratings, integrations, and community reviews side by side to find the best ai threat detection fit for your security stack.
CST VerdictBased on our analysis of NIST CSF 2.0 coverage, core features, company size fit, deployment model, here is our conclusion:
Enterprise security teams protecting agentic AI deployments need Oligo Runtime AI because it's built explicitly for detecting hijacked agents and model exfiltration, not bolted onto a generic runtime platform. The tool covers five NIST CSF 2.0 functions with particular strength in continuous monitoring and adverse event analysis, catching unsafe model configurations and untrusted components in real time. Skip this if you're still operating with static AI inventories or if you lack the AppSec bandwidth to manage security guardrails; Oligo assumes mature AI governance practices already exist.
Mid-market and enterprise security teams managing shadow AI and uncontrolled agent deployment will get immediate value from Witness Observe's network-level discovery, which catches AI applications without requiring endpoint agents across your environment. The platform detects over 4,000 known AI apps and captures real-time conversation data for analysis, giving you asset visibility and continuous monitoring that map directly to NIST ID.AM and DE.CM. Skip this if your organization hasn't yet identified where AI is actually running; Witness Observe is built for teams past the discovery phase who need runtime protection and policy enforcement.
Runtime security platform for protecting AI-powered apps and agentic AI.
Enterprise AI security platform for visibility and control of AI usage
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Common questions about comparing Oligo Runtime AI vs Witness Observe for your ai threat detection needs.
Oligo Runtime AI: Runtime security platform for protecting AI-powered apps and agentic AI. built by Oligo Security. headquartered in United States. Core capabilities include Real-time monitoring of AI components and detection of exploit attempts, AI Security Posture Management (AI-SPM) for full AI footprint visibility, AI Detection & Response (AI-DR) for monitoring agentic AI actions, tool calls, and OS behavior..
Witness Observe: Enterprise AI security platform for visibility and control of AI usage. built by WitnessAI. headquartered in United States. Core capabilities include Network-level AI application and agent discovery without endpoint clients, Real-time AI conversation capture and analysis, Intent-based classification using machine learning models..
Both serve the AI Threat Detection market but differ in approach, feature depth, and target audience.
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