The Index · AI Categories · Security & Governance

Security & Governance

AI security and governance — threat detection, AI guardrails, compliance, and monitoring. Tools to secure systems and govern how AI is used.

Our editors' top Security & Governance picks for 2026 are CrowdStrike (best for AI-driven endpoint protection), Darktrace (best for Self-learning network threat detection), and Recorded Future (best for AI threat intelligence at scale). All 134 tools in this category are hand-reviewed and re-checked each edition — the full ranked directory is below.

Tools indexed
134
Reviewed by our editors
Edition
Vol. 4 · Iss. 21
Last reviewed 2026-06-27
Status
Live
Reviewed each edition
Narrow by sub-topic
Featured · this edition
3 featured
Editor's Picks

Where to start

Best for · AI-driven endpoint protection
CrowdStrike security & governance tool logo

CrowdStrike

Security & Governance
Paid - Inquire
4.92
460
Best for · Self-learning network threat detection
Darktrace security & governance tool logo

Darktrace

Security & Governance
Paid - Inquire
4.92
440
Best for · AI threat intelligence at scale
Recorded Future security & governance tool logo

Recorded Future

Security & Governance
Paid - Inquire
4.92
510
Best for · Discover and secure sensitive data
Cyera security & governance tool logo

Cyera

Security & Governance
Freemium
4.92
503
Best for · AI defense against email attacks
Abnormal Security security & governance tool logo

Abnormal Security

Security & Governance
Paid - Inquire
4.92
450
Best for · AI identity and fraud prevention
Transmit Security security & governance tool logo

Transmit Security

Security & Governance
Paid - Inquire
4.93
496
Every listing
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Recorded Future security & governance tool logo

Recorded Future

World's largest intelligence company providing comprehensive threat insights and real-time data analysis.

Paid - Inquire
4.92
510
Cyera security & governance tool logo

Cyera

AI-native data security platform for discovery, classification, and protection. Sequoia/Accel-backed unicorn; Forbes AI 50 2026.

Freemium
4.92
503
Transmit Security security & governance tool logo

Transmit Security

Transmit Security offers cloud-native CIAM services, focusing on uncompromising security, fraud prevention, and enhanced customer experience through orchestrated identity services.

Paid - Inquire
4.93
496
Anduril Industries security & governance tool logo

Anduril Industries

Anduril builds AI-powered autonomous defense systems including Lattice OS, Ghost drone, Sentry tower, and Roadrunner. Founded by Palmer Luckey; $30B+ valua

Paid - Paid
4.92
493
Riskified security & governance tool logo

Riskified

AI-driven fraud prevention platform for e-commerce businesses to secure transactions and optimize customer experience.

Paid - Inquire
4.93
476
Vectra AI security & governance tool logo

Vectra AI

Vectra AI offers advanced Attack Signal Intelligence for real-time cyberattack detection and response.

Paid - Inquire
4.93
476
Dynatrace security & governance tool logo

Dynatrace

Unified platform for cloud observability and security, powered by causal AI.

Free Trial
4.92
464
CrowdStrike security & governance tool logo

CrowdStrike

Cloud-native cybersecurity platform for comprehensive protection.

Paid - Inquire
4.92
460
SentinelOne security & governance tool logo

SentinelOne

AI-powered security for threat prevention and risk reduction.

Paid - Inquire
4.92
450
Abnormal Security security & governance tool logo

Abnormal Security

Cloud-based solution offering advanced email protection against phishing, fraud, and other threats.

Paid - Inquire
4.92
450
Rubrik security & governance tool logo

Rubrik

Accelerate cyber recovery with Rubrik's AI-driven solutions.

Paid - Inquire
4.92
450
Darktrace security & governance tool logo

Darktrace

Cybersecurity solution that learns and adapts to evolving threats.

Paid - Inquire
4.92
440
Socure security & governance tool logo

Socure

Digital identity verification solution with advanced fraud prediction.

Paid - Inquire
4.93
422
OneTrust security & governance tool logo

OneTrust

OneTrust is a trust-intelligence platform that unifies privacy, data governance, risk, and AI governance for enterprises.

Paid - Paid
4.93
420
Norm Ai security & governance tool logo

Norm Ai

Regulatory AI agent platform — turns laws, regulations, and policies into AI agents. Backed by Blackstone, Bain. Used by Fortune 100 chief compliance officers.

Paid - Inquire
4.92
420
Elicit security & governance tool logo

Elicit

AI research automation and data analysis

Paid - Inquire
4.92
420
Aleph Alpha security & governance tool logo

Aleph Alpha

Aleph Alpha: Pioneering European AI for transformative human-machine interaction.

Paid - Inquire
4.91
400
Helsing security & governance tool logo

Helsing

Helsing is the European AI defense company — Lattice OS competitor for European militaries. $487M Series C at $5.4B valuation; Spotify's Daniel Ek invested

Paid - Paid
4.92
398
Wiz security & governance tool logo

Wiz

Wiz is a cloud and AI security platform that unifies code, cloud, and runtime into one security graph.

Paid - Inquire
4.86
350
Vanta security & governance tool logo

Vanta

Vanta is a compliance automation platform that helps companies get and stay compliant with SOC 2, HIPAA, and ISO 27001.

Paid - Inquire
4.86
350
Sonar security & governance tool logo

Sonar

Sonar (SonarQube) is a code-quality and security analysis platform that checks code from developers and AI agents.

Freemium
4.86
345
DNSFilter security & governance tool logo

DNSFilter

Advanced AI DNS Filtering and Threat Protection

Paid - Inquire
4.83
335
Deep Instinct security & governance tool logo

Deep Instinct

Deep Instinct offers a deep learning cybersecurity platform focusing on a prevention-first approach.

Paid - Inquire
4.83
335
Lakera security & governance tool logo

Lakera

Lakera Guard offers enterprise-grade security for LLMs, mitigating risks like data leakage, prompt injection, and toxic language.

Paid - Inquire
4.8
326
Resemble AI security & governance tool logo

Resemble AI

Generative voice AI plus deepfake detection — voice cloning, TTS, and content security.

Freemium
4.82
320
Evidently AI security & governance tool logo

Evidently AI

Evidently AI: Open-source platform for ML monitoring and observability.

Paid - Inquire
4.83
320
Protect AI security & governance tool logoAcquired

Protect AI

Cybersecurity solutions for AI systems and ML models, integrating MLSecOps for enhanced AI security.

Paid - Inquire
4.75
315
Descope security & governance tool logo

Descope

Descope is an authentication and identity platform that builds login flows visually and manages identity for users, AI agents and MCP servers.

Freemium
4.89
300
Shift Technology security & governance tool logo

Shift Technology

AI decision platform for insurance fraud, claims automation, and underwriting. Used by 100+ insurers globally with $5B+ in fraud savings reported.

Freemium
4.77
298
Tines security & governance tool logo

Tines

Workflow automation platform where security and IT teams build deterministic workflows and AI agents.

Freemium
4.86
297
Mira Network security & governance tool logo

Mira Network

Decentralized verification network for AI outputs — consensus-based hallucination reduction.

Freemium
4.82
297
Prophet Security security & governance tool logo

Prophet Security

Accelerate alert investigation and response with AI-powered security operations.

Paid - Inquire
4.83
295
Socket security & governance tool logo

Socket

Socket is a software supply-chain security tool that detects and blocks malicious open-source packages in real time.

Freemium
4.84
290
Cylake security & governance tool logo

Cylake

Cylake is an AI-native cybersecurity platform that runs fully on-prem or in a private cloud for data sovereignty.

Paid - Inquire
4.83
280
Nightfall AI security & governance tool logo

Nightfall AI

A trusted DLP platform for SaaS and cloud apps

Paid - Inquire
4.79
275
Resistant AI security & governance tool logo

Resistant AI

AI-driven fraud detection and AML transaction monitoring.

Paid - Inquire
4.81
273
Cinder security & governance tool logo

Cinder

Cinder is a trust-and-safety platform that uses AI agents and human review to fight abuse, fraud, and manipulation.

Paid - Inquire
4.84
270
Tenzai security & governance tool logo

Tenzai

Tenzai is an AI penetration-testing platform whose autonomous agent discovers, chains, and exploits vulnerabilities.

Paid - Inquire
4.83
265
Reality Defender security & governance tool logo

Reality Defender

Enterprise-grade deepfake detection platform.

Freemium
4.78
260
Sensity AI security & governance tool logo

Sensity AI

AI-powered identity verification solution that detects fraudulent documents, deepfakes, and ensures genuine user onboarding.

Paid - Inquire
4.78
260
ImmuniWeb security & governance tool logo

ImmuniWeb

ImmuniWeb offers AI-driven web and mobile security testing and dark web monitoring.

Paid - Inquire
4.74
259
Theta Lake security & governance tool logo

Theta Lake

AI-powered capture, archiving, and risk detection for video, voice, chat, and AI communications.

Paid - Inquire
4.83
256
NewCore security & governance tool logo

NewCore

NewCore is an identity-security platform that discovers and governs identities across humans, AI agents, and services.

Paid - Inquire
4.83
255
Frame Security security & governance tool logo

Frame Security

Frame Security is an AI human-risk platform with security-awareness training and phishing and deepfake simulations.

Paid - Inquire
4.83
255
RunSybil security & governance tool logo

RunSybil

RunSybil is an AI offensive-security platform that runs continuous, autonomous penetration tests against your apps.

Paid - Inquire
4.83
255
Scope security & governance tool logo

Scope

Scope is AI inspection software that speeds report writing and boosts inspector capacity in the TIC industry.

Paid - Inquire
4.83
250
Onyx Security security & governance tool logo

Onyx Security

Onyx Security is a secure AI control plane that discovers, governs, and monitors AI agents and models across the enterprise.

Paid - Inquire
4.83
250
Airia security & governance tool logo

Airia

Enterprise platform to secure, orchestrate, and govern AI agents across every model and tool.

Freemium
4.84
249
Obot AI security & governance tool logo

Obot AI

Open-source MCP gateway adding OAuth, access control, and audit logging between AI agents and tools.

Freemium
4.84
249
Straiker security & governance tool logo

Straiker

Straiker is an agentic AI security platform that combines red-teaming with runtime protection.

Paid - Inquire
4.83
248
Andon Labs security & governance tool logo

Andon Labs

AI safety lab that benchmarks autonomous agents in real businesses, from vending machines to robots.

Paid - Inquire
4.83
241
Keycard security & governance tool logo

Keycard

Keycard is an identity and access control plane for AI agents, issuing task-scoped credentials with full audit visibility.

Freemium
4.82
240
Runlayer security & governance tool logo

Runlayer

Runlayer is an enterprise control plane for AI agents and MCP — discovery, security, and governance in one platform.

Paid - Inquire
4.82
240
Digital.ai security & governance tool logo

Digital.ai

Digital.ai offers enterprise-ready solutions to enhance the software delivery lifecycle.

Paid - Inquire
4.76
240
Dataloop security & governance tool logo

Dataloop

Comprehensive data management engine for AI, specializing in image and video annotation

Freemium
4.77
240
Patronus AI security & governance tool logo

Patronus AI

Automated LLM and agent evaluation platform — detect hallucinations, bias, and performance regressions.

Paid - Inquire
4.78
237
Mitigata security & governance tool logo

Mitigata

Mitigata combines managed cybersecurity, compliance automation, and cyber-insurance into one resilience platform.

Paid - Inquire
4.82
235
Safe Intelligence security & governance tool logo

Safe Intelligence

Validation platform that formally verifies ML models, finds fragilities, and hardens them for production.

Paid - Inquire
4.83
233
Chargeblast security & governance tool logo

Chargeblast

Advanced chargeback management solution with real-time alerts and fraud prevention

Paid - Inquire
4.82
228
Holistic AI security & governance tool logo

Holistic AI

Holistic AI offers governance, risk, and compliance solutions for AI adoption.

Paid - Inquire
4.72
210
Credo AI security & governance tool logo

Credo AI

Credo AI: Streamlining responsible AI adoption with automated oversight.

Paid - Inquire
4.72
205
Advance AI security & governance tool logo

Advance AI

ADVANCE.AI is Southeast Asia's leading provider of digital identity verification, offering KYC/KYB, AML, compliance, and risk management solutions powered by AI.

Paid - Inquire
4.72
205
Accrete.AI security & governance tool logo

Accrete.AI

AI platform for scalable development of Analytical AI Agents and knowledge graphs.

Paid - Inquire
4.72
205
Adaptive Security security & governance tool logo

Adaptive Security

Adaptive Security is an AI-driven security awareness platform that simulates deepfake, vishing, and phishing attacks and trains employees against them.

Paid - Paid
4.75
200
FaceCheck ID security & governance tool logo

FaceCheck ID

AI-powered platform for facial recognition and identity verification.

Paid - Inquire
4.64
200
Monitaur security & governance tool logo

Monitaur

AI Governance software that provides a complete risk management solution for AI lifecycle.

Paid - Inquire
4.81
193
Deeploy security & governance tool logo

Deeploy

Deeploy focuses on enhancing human interaction with Machine Learning, ensuring ML models are explainable, accountable, and trustworthy.

Paid - Inquire
4.75
187
Stytch security & governance tool logo

Stytch

Stytch is a developer auth platform whose Connected Apps add OAuth-based, scoped, revocable authorization for AI agents and MCP servers.

Freemium
4.79
185
TrojAI security & governance tool logo

TrojAI

The leading AI/ML risk management and security platform for enterprises, offering solutions to assess, measure, and track AI/ML/LLM model risks and vulnerabilities.

Paid - Inquire
4.6
185
TypingDNA security & governance tool logo

TypingDNA

AI-based typing biometrics for authentication and fraud detection.

Paid - Inquire
4.63
184
Galileo security & governance tool logo

Galileo

Galileo is an LLM evaluation and observability platform that tests, monitors, and guardrails GenAI applications and agents at enterprise scale.

Freemium
4.75
180
Shield security & governance tool logo

Shield

AI-powered platform for autonomous defense technology and military applications.

Paid - Inquire
4.77
178
SuperAlign security & governance tool logo

SuperAlign

AI-powered data catalog and metadata management solution for governing data assets, ensuring regulatory compliance, and mitigating risks through robust metadata management.

Paid - Inquire
4.58
175
Armilla AI security & governance tool logo

Armilla AI

Platform for aligning generative AI with real-world requirements and ensuring model reliability.

Paid - Inquire
4.58
175
Rebellion Defense security & governance tool logo

Rebellion Defense

Advanced software development for national security and defense.

Paid - Inquire
4.63
174
Nuanced security & governance tool logo

Nuanced

AI-powered platform for detecting AI-generated images to ensure content authenticity.

Paid - Inquire
4.61
172
Virtue AI security & governance tool logo

Virtue AI

Virtue AI is an AI-native security and compliance platform that red-teams and guards enterprise LLMs, apps, and AI agents.

Paid - Paid
4.75
170
Deepchecks security & governance tool logo

Deepchecks

Continuous ML validation platform for testing, CI/CD, and monitoring.

Paid - Inquire
4.64
170
Hoxhunt security & governance tool logo

Hoxhunt

Next-gen security awareness platform for enterprises.

Paid - Inquire
4.61
168
fenced.ai security & governance tool logo

fenced.ai

Parental control solution for online child safety.

Paid - Inquire
4.64
168
Mindgard security & governance tool logo

Mindgard

AI platform for securing AI/ML models and applications.

Paid - Inquire
4.58
166
WitnessAI security & governance tool logo

WitnessAI

WitnessAI is an AI security and governance platform that gives enterprises visibility and policy control over employee, app, and agent AI use.

Paid - Paid
4.75
165
Spot AI security & governance tool logo

Spot AI

AI video intelligence for improved security and operational efficiency.

Paid - Inquire
4.61
163
Zupervise security & governance tool logo

Zupervise

Unified platform for AI risk transparency and governance.

Paid - Inquire
4.61
160
Stairwell security & governance tool logo

Stairwell

AI-powered threat detection and incident response solution.

Paid - Inquire
4.61
156
Konfer security & governance tool logo

Konfer

AI-driven compliance management for real-time regulatory adherence.

Paid
4.58
155
Distributional security & governance tool logo

Distributional

Distributional is an enterprise AI testing platform that statistically detects drift and regressions in agents and LLM applications before they hit product

Paid - Paid
4.73
150
2021.AI security & governance tool logo

2021.AI

Enterprise solutions for AI acceleration and trust establishment.

Paid - Inquire
4.58
150
Oscilar security & governance tool logo

Oscilar

AI real-time fraud prevention and risk management.

Paid - Inquire
4.63
149
LightBeam.ai security & governance tool logo

LightBeam.ai

Zero trust data protection platform for security, privacy, and AI governance.

Paid - Inquire
4.59
145
Giskard security & governance tool logo

Giskard

Giskard: Open-source solution for ensuring AI model quality. LONG DESCRIPTION:

Paid - Inquire
4.62
145
7AI security & governance tool logo

7AI

7AI is an agentic security platform whose swarming AI agents run SOC work — alert triage, investigation, and response — autonomously.

Paid - Paid
4.49
140
Alpha Vision security & governance tool logo

Alpha Vision

Intelligently Protect Your People & Properties | World's First Agentic AI Video Surveillance Platform

Paid - Inquire
4.77
140
Incode security & governance tool logo

Incode

Advanced identity verification & biometric authentication platform

Paid - Inquire
4.61
140
Limina security & governance tool logo

Limina

AI solutions for privacy-preserving data processing and compliance.

Paid - Inquire
4.59
139
Ravin AI security & governance tool logo

Ravin AI

AI vehicle inspection — computer vision detects damage from any phone or installed camera. Used by insurers, dealers, and rental companies globally.

Paid - Inquire
4.6
137
Collinear AI security & governance tool logo

Collinear AI

LLM customization and synthetic data generation service.

Paid - Inquire
4.36
137
Sift security & governance tool logo

Sift

Empowers businesses to stop fraud without compromising trust.

Freemium
4.37
137
LogRhythm security & governance tool logoAcquired

LogRhythm

Comprehensive SIEM platform for cybersecurity operations.

Paid - Inquire
4.6
136
CUJO AI security & governance tool logo

CUJO AI

Global leader in AI-driven cybersecurity and network intelligence.

Paid - Inquire
4.37
135
Related categories
Questions

Security & Governance AI, answered

What are the best AI cybersecurity tools?

It depends on what you defend. CrowdStrike and SentinelOne use AI for endpoint protection, Darktrace models network behavior to catch anomalies, Recorded Future delivers threat intelligence, and Abnormal stops AI-crafted email attacks. For data and identity, Cyera secures sensitive data and Transmit Security guards authentication.

How is AI used in cybersecurity?

AI detects threats by learning normal behavior and flagging deviations faster than rules alone. It powers endpoint protection, network anomaly detection, phishing defense, and threat-intelligence triage, and it automates response to contain incidents. Tools like Darktrace and CrowdStrike use it to spot attacks that signature-based systems miss.

Can AI detect threats humans miss?

Often, yes. AI processes far more signals than an analyst and surfaces subtle patterns across endpoints, network traffic, and email. Darktrace flags behavioral anomalies, and Abnormal catches socially engineered email that looks legitimate. Analysts still investigate and decide, but AI widens coverage and shortens detection time.

What is AI threat intelligence?

AI threat intelligence collects and analyzes data on attackers, malware, and vulnerabilities, then prioritizes what matters to your organization. Recorded Future correlates open, technical, and dark-web sources into actionable alerts. The value is filtering noise so security teams focus on relevant, timely threats.

How do attackers use AI?

Attackers use AI to write convincing phishing emails, clone voices, generate malware variants, and scale reconnaissance. This raises the volume and quality of attacks, especially social engineering. Defenders respond with AI tools like Abnormal for email and behavioral detection that adapts as tactics change.

What is data security posture management?

Data security posture management, or DSPM, finds where sensitive data lives across cloud and SaaS, classifies it, and flags exposure. Cyera continuously maps data and risk so teams can fix misconfigurations before they are exploited. It shifts security from guarding the perimeter to protecting the data itself.

Collections featuring these tools

Vol. 4 · Issue 21 · Last reviewed 2026-06-27

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