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.

Tools indexed
107
Reviewed by our editors
Edition
Vol. 4 · Iss. 19
Last reviewed 2026-05-30
Status
Live
Reviewed each edition
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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 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 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 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
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
Descope brand logo mark shown as a square app icon

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
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
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
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 logo

ImmuniWeb

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

Paid - Inquire
4.74
259
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
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 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 official company logo for the AI tool

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 brand logo mark shown as a square app icon

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 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 official company logo for the AI tool

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
CUJO AI security & governance tool logo

CUJO AI

Global leader in AI-driven cybersecurity and network intelligence.

Paid - Inquire
4.37
135
Trustero security & governance tool logo

Trustero

AI-driven GRC platform for audits, compliance, and security management.

Paid - Inquire
4.63
133
Cyware security & governance tool logo

Cyware

Dependable threat intelligence solutions for proactive defense

Paid - Inquire
4.6
133
Polymer security & governance tool logo

Polymer

Cloud DLP tool for detecting, classifying, and protecting sensitive data.

Paid - Inquire
4.37
132
Auditive security & governance tool logo

Auditive

AI-powered platform for streamlining third-party risk management and security reviews.

Paid - Inquire
4.63
127
HiddenLayer logo

HiddenLayer

AI platform for machine learning security and threat detection.

Paid - Inquire
4.34
126
Vannevar Labs security & governance tool logo

Vannevar Labs

Vannevar Labs is the AI-native open-source intelligence (OSINT) platform for US defense and national security. ~$75M Series B; OpenAI alumni founding team.

Paid - Paid
4.51
125
DataVisor security & governance tool logo

DataVisor

Advanced fraud and risk management platform.

Paid - Inquire
4.37
124
Anch.AI security & governance tool logo

Anch.AI

Ethical AI Governance platform for EU regulation compliance.

Paid - Inquire
4.35
121
Trustible security & governance tool logo

Trustible

Responsible AI Governance platform for building trust and reducing risk.

Paid - Inquire
4.63
117
Asenion security & governance tool logo

Asenion

Fairly AI: Comprehensive platform for AI governance, risk, and compliance management.

Paid - Inquire
4.6
116
Robozaps brand logo with company glyph and wordmark on transparent background

Robozaps

RoboZaps is a robotics advisory platform that helps buyers evaluate, source, and deploy humanoid robots across manufacturers.

Free
4.61
115
AI Detect brand logo with company glyph and wordmark on transparent background

AI Detect

AI Detect is a detection tool that identifies AI-generated text from ChatGPT, Claude, and other language models.

Freemium
4.34
115
Enkrypt AI security & governance tool logo

Enkrypt AI

Enkrypt AI is the LLM security platform: risk discovery, red-teaming, and runtime guardrails. Used by enterprises deploying GenAI in regulated industries.

Paid - Paid
4.5
115
TRSTai security & governance tool logo

TRSTai

Proactive AI/ML risk management solution.

Paid - Inquire
4.35
113
CHEQ security & governance tool logo

CHEQ

Go-to-Market Security platform safeguarding against invalid traffic.

Paid - Inquire
4.59
113
Enzai company logo

Enzai

AI governance platform for managing compliance and risk.

Paid - Inquire
4.31
111
Secureframe security & governance tool logo

Secureframe

Automated security and compliance platform streamlining global standards.

Paid - Inquire
4.34
111
Blackbird.AI security & governance tool logo

Blackbird.AI

Narrative & Risk Intelligence platform for organizations.

Paid - Inquire
4.58
108
Fathom5 security & governance tool logo

Fathom5

AI-powered platform for industrial cybersecurity and automation.

Paid - Inquire
4.58
105
Concentric AI security & governance tool logo

Concentric AI

Enhance data security with AI-driven compliance solutions.

Paid - Inquire
4.64
104
Coram AI security & governance tool logo

Coram AI

AI physical security software with cloud-based security camera systems.

Paid - Inquire
4.35
103
ModelOp security & governance tool logo

ModelOp

ModelOp provides enterprise AI governance and scaling solutions.

Paid - Inquire
4.64
99
Odin AI security & governance tool logo

Odin AI

Advanced security solutions powered by AI.

Paid - $40 /mo
4.07
98
Kindo security & governance tool logo

Kindo

Kindo is the secure enterprise GenAI gateway — single SSO into multiple LLMs with policy, logging, and data-loss prevention. Drive Capital-led.

Paid - Paid
4.58
96
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 19 · Last reviewed 2026-05-30

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