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AI Access

Ai Observability AI Governance Tools (2026) - 14 Solutions | CybersecTools

AI Governance for Ai Observability

AI Governance tools for Ai Observability: the AI Governance options most relevant when Ai Observability is the priority, compared side by side so you can shortlist faster. Filter by pricing or specialization. Independent and vendor-neutral: our scores and rankings are earned, never bought — sponsored placement is always labeled.

We cover 14 cybersecurity tools

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AI Governance
Ai Observability

USE CASES

AI Bill of Materials (2)AI Compliance (19)AI DLP (7)AI Data Gateway (1)AI Firewall (1)AI Gateway (5)AI Governance (41)AI Observability (14)AI SOC (1)AI SPM (3)

Airia AI Platform

Enterprise AI platform unifying orchestration, security, and governance for AI.

Airia AI Inventory Management

Discovers, classifies, and governs all AI agents across enterprise environments.

AI Visibility & Governance

Mobile-native platform for discovering, monitoring, and governing AI app usage.

NeuralTrust Prevent Shadow AI

Detects & governs unauthorized AI tool usage by employees via browser agent.

Trust3 AI Platform

Unified data & AI governance platform with PBAC, policy automation & observability.

Pangea AI Detection & Response (AIDR)

AI security platform for detecting threats and governing LLM usage across orgs.

Ovalix Public AI Apps Security

Platform securing public & third-party AI app usage via shadow AI discovery & DLP.

Secure AI governance control plane for enterprise AI tool access mgmt.

Golf Governance

MCP control plane for AI agent governance, audit, and policy enforcement.

Deepchecks LLM Evaluation

Enterprise LLM evaluation, monitoring & observability platform for AI in production.

PromptArmor Transparency Platform

AI transparency platform for vendors to document AI security posture for procurement.

Centralized AI governance & risk management platform for enterprises.

Calvin Risk Calvin Platform

AI governance & testing platform for ML models and LLMs in FinServ.

Unified AI platform with multi-LLM access, agents, governance, and DLP.

Threat & Vulnerability Management

Strike48 Platform

Security Operations

Daylight Security

Security Operations

Sponsored

Industry Intelligence

TRENDING CATEGORIES

Penetration Testing

Penetration testing tools and PTaaS for point-in-time manual or assisted pentests that produce a findings report.

Digital Forensics

Digital forensics tools whose primary job is to collect, preserve, and analyze evidence after the fact.

Threat Intel Platforms

Threat Intelligence Platforms (TIP) that aggregate and operationalize intel, including IOC management and integration.

Honeypots & Deception

Honeypots and cyber deception solutions that simulate vulnerable systems to detect, divert, and analyze attacker activities in real time.

Detection Engineering

Detection engineering and detection-as-code platforms for authoring, managing, testing, translating, sharing, and deploying detection rules and content (Sigma, YARA, Suricata, SIEM/EDR correlation rules) across the SOC. Includes detection rule repositories, generators, converters, and rule-management tooling.

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