Security Market Overview

Comprehensive analysis of the security technology market across all domains, providing strategic insights for vendor selection and market positioning

December 6, 2025

Executive Summary

This comprehensive market intelligence report synthesizes in-depth analysis across 33 security market domains, evaluating 98 tools from 90 vendors through 105 detailed evaluations. The analysis provides strategic insights for enterprise decision-makers, security architects, and procurement teams.

Key Findings: The security technology market demonstrates significant vendor diversity with strong platform consolidation trends. Market leaders consistently excel in integration capabilities, enterprise readiness, and comprehensive feature coverage. Emerging segments show high innovation potential but require careful evaluation of vendor maturity and long-term viability.

The following sections provide detailed market segmentation, vendor positioning analysis, cross-domain market leaders, and strategic recommendations. Use this intelligence to inform vendor selection, competitive analysis, and market opportunity assessment.

Market Domains
33
Vendors Tracked
90
Tools Analyzed
98
Total Evaluations
105

Market Analysis & Insights

Strategic analysis of market dynamics, vendor positioning, and competitive landscapes across the security technology ecosystem.

Key Market Insights

Top Performing Market Segments

#1Application & API Security
7.8/10
14 evals
#2Data Security, Privacy & DSPM
7.7/10
7 evals
#3Cyber Resilience & Recovery
7.6/10
11 evals

Most Active Market Segments

#1Application & API Security
14 vendors
14 tools
#2Attack Surface & Exposure Management
14 vendors
14 tools
#3Third-Party & Vendor Risk Management
12 vendors
12 tools

Cross-Domain Market Leaders

Vendors with significant presence across multiple security domains, indicating platform strategies and market consolidation trends.

Microsoft
4 domains
AI & Machine Learning Security & AI‑Driven Defense, Attack Surface & Exposure Management +
Bitsight
2 domains
Third-Party & Vendor Risk Management, Attack Surface & Exposure Management
SecurityScorecard
2 domains
Third-Party & Vendor Risk Management, Attack Surface & Exposure Management
OneTrust
2 domains
Third-Party & Vendor Risk Management, Data Security, Privacy & DSPM
Imperva
2 domains
Application & API Security, Data Security, Privacy & DSPM

Market Health Indicators

4%
Evaluation Coverage
Developing
90
Active Vendors
Across all domains
105
Total Evaluations
Comprehensive analysis

Market Landscape

Interactive visualization of the security market across all domains, showing vendor positioning and market relationships. This comprehensive view synthesizes market segments, vendor capabilities, and strategic insights into a unified analyst-grade report.

Market Coverage & Scope

Comprehensive market analysis across all security domains

33
Market Domains
Segments analyzed
90
Evaluated Tools
90 unique vendors
477
Evaluation Criteria
Attributes assessed
105
Total Evaluations
Data points collected
Market Database: 98 tools / 98 vendors tracked
Coverage: 92% of tools evaluated

Overall Security Market View

Configured market overview with 16 sections

12 segments
100%

Security Market Overview

Comprehensive security market intelligence across all domains, providing strategic insights into vendor positioning, market segments, and competitive landscapes.

118 tools/vendors91 unique vendors16 market segments

Executive Summary

91
Vendors
118
Tools
7.4
Avg Score
20%
Health
Key Takeaways
  • 91 vendors evaluated across 16 market segments
  • Market average score: 7.4/10
  • Market leaders: Rubrik Security Cloud, BigID Data Intelligence Platform, Cohesity DataProtect
  • Market health: Developing (20% high performers)
Top Market Leaders
1. Rubrik Security Cloud
2. BigID Data Intelligence Platform
3. Cohesity DataProtect
4. Commvault Cloud
5. Snyk Platform
Market Status: Developing - Developing market with emerging leaders

Cloud-Native Security Platforms

Challenger
9
Vendors
7.7
Avg Score
9
Tools
Score Distribution
Top Capabilities
Integration with Existing Security Stack9.0
Platform Scalability9.0
Platform Security and Compliance9.0

CNAPP and cloud security platforms that unify CSPM, CWPP, CIEM, and exposure management across multi-cloud environments, forming the control plane for cloud infrastructure risk.

Capability Heatmap
A
Aqua Cloud Security Platform
7.9/10
Challenger
Kubernetes & Container Security Depth,Runtime Threat Detection & Response+3
C
CloudGuard
7.6/10
Challenger
Scalability & Performance at Volume,Scalability & Performance+3
G
Google Cloud Security for AI & ML (Vertex AI + Chronicle)
7.6/10
Leader
Integration with Existing Security Stack,Security Stack Integration Depth+3
L
Lacework Polygraph Data Platform
7.8/10
Challenger
Runtime Threat Detection & Response,Scalability & Performance at Volume+3
M
Microsoft Defender for Cloud (with AI Security Capabilities)
7.7/10
Leader
Deployment Model Flexibility for AI Workloads,Integration with Existing Security Stack+3
O
Orca Cloud Security Platform
7.9/10
Challenger
Cloud Asset Discovery & Visibility,Scalability & Performance at Volume+3
S
Sonrai Dig
7.6/10
Niche
Identity & Access Risk Analysis,Scalability & Performance at Volume+3
S
Sysdig Secure
7.7/10
Challenger
Kubernetes & Container Security Depth,Runtime Threat Detection & Response+3
W
Wiz Cloud Security Platform
7.7/10
Leader
Cloud and SaaS Coverage,Attack Path Analysis Capability+3

Data Protection & Cyber Resilience

Challenger
11
Vendors
7.6
Avg Score
11
Tools
Score Distribution
Top Capabilities
Access Control & Governance for Recovery Operations8.9
Audit Logging & Forensics Support8.9
Workload Coverage Breadth8.7

Integrated backup, recovery, and cyber-resilient storage platforms that ensure business continuity and rapid restoration from ransomware and destructive attacks across hybrid estates.

Capability Heatmap
A
Acronis Cyber Protect
6.9/10
Challenger
Ransomware-Resilient Storage Capabilities,Backup Malware & Anomaly Detection
C
Cohesity DataProtect
8.3/10
Leader
Ransomware-Resilient Storage Capabilities,Backup Malware & Anomaly Detection+3
C
Commvault Cloud
8.3/10
Leader
Workload Coverage Breadth,Access Control & Governance for Recovery Operations+3
D
Dell PowerProtect & Cyber Recovery
7.7/10
Leader
Ransomware-Resilient Storage Capabilities,Workload Coverage Breadth+3
D
Druva Data Resiliency Cloud
7.3/10
Challenger
Ransomware-Resilient Storage Capabilities,Backup Malware & Anomaly Detection+1
H
HYCU Protégé
6.4/10
Niche
I
IBM Storage Defender & Spectrum Protect
7.3/10
Challenger
Workload Coverage Breadth,Ransomware-Resilient Storage Capabilities+2
R
Rubrik Security Cloud
8.5/10
Leader
Workload Coverage Breadth,Ransomware-Resilient Storage Capabilities+3
V
Veeam Data Platform
7.8/10
Leader
Workload Coverage Breadth,Granular & Selective Recovery+3
V
Veritas NetBackup
7.7/10
Leader
Workload Coverage Breadth,Ransomware-Resilient Storage Capabilities+3
Z
Zerto Platform
7.3/10
Challenger
RPO Capability for Critical Data,RTO Capability for Critical Services+2

Application & API Security Stack

Challenger
12
Vendors
7.8
Avg Score
12
Tools
Score Distribution
Top Capabilities
Compliance & Reporting Capabilities8.8
OWASP Top 10 & OWASP API Top 10 Coverage8.8
API Threat Protection Depth8.7

End-to-end application and API security platforms spanning code analysis, software composition, WAAP, dedicated API protection, and runtime instrumentation for modern architectures.

Capability Heatmap
A
Akamai App & API Protector
8.2/10
Leader
Modern Architecture Support (Microservices, K8s, Serverless),Scalability & Performance Impact+3
C
Cequence Unified API Protection
6.9/10
Niche
Modern Architecture Support (Microservices, K8s, Serverless),API Threat Protection Depth+1
C
Checkmarx One
8.1/10
Leader
CI/CD & DevSecOps Integration Maturity,Remediation Workflow & Developer Guidance+3
C
Cloudflare Application Security
8.0/10
Leader
Modern Architecture Support (Microservices, K8s, Serverless),Scalability & Performance Impact+3
C
Contrast Application Security Platform
7.5/10
Challenger
OWASP Top 10 & OWASP API Top 10 Coverage,Modern Architecture Support (Microservices, K8s, Serverless)+3
D
Datadog Application Security Management (ASM)
7.4/10
Challenger
Modern Architecture Support (Microservices, K8s, Serverless),Ecosystem Integrations (SIEM/SOAR/ITSM/Observability)+3
F
F5 Distributed Cloud WAAP
8.1/10
Leader
Modern Architecture Support (Microservices, K8s, Serverless),API Threat Protection Depth+3
I
Imperva Application Security
8.1/10
Leader
API Threat Protection Depth,Compliance & Reporting Capabilities+3
N
Noname Security Platform
7.8/10
Challenger
Modern Architecture Support (Microservices, K8s, Serverless),OWASP Top 10 & OWASP API Top 10 Coverage+3
S
Salt Security API Protection Platform
7.8/10
Challenger
Modern Architecture Support (Microservices, K8s, Serverless),API Threat Protection Depth+3
S
Synopsys Software Integrity Platform
7.9/10
Leader
Software Supply Chain & SBOM Integration,Compliance & Reporting Capabilities+3
V
Veracode Application Security Platform
8.0/10
Leader
Remediation Workflow & Developer Guidance,Compliance & Reporting Capabilities+3

DevSecOps & Supply Chain Security

Leader
9
Vendors
8.0
Avg Score
9
Tools
Score Distribution
Top Capabilities
Scalability & Performance Impact9.0
Shift‑Left & IaC Security9.0
CI/CD & DevSecOps Integration Maturity9.0

Developer-centric and pipeline-focused platforms that secure code, dependencies, artifacts, and build systems to protect the software supply chain from source to production.

Capability Heatmap
A
Anchore Enterprise
Challenger
G
GitHub Advanced Security
7.7/10
Challenger
Scalability & Performance Impact,CI/CD & DevSecOps Integration Maturity+3
G
GitLab Ultimate
Leader
J
JFrog Xray & JFrog Platform
Leader
M
Mend SCA & Supply Chain Security
Challenger
R
ReversingLabs Software Supply Chain Security
Challenger
S
Sigstore (Cosign, Fulcio, Rekor)
Niche
S
Snyk Platform
8.3/10
Leader
Modern Architecture Support (Microservices, K8s, Serverless),Scalability & Performance Impact+3
S
Sonatype Nexus Platform
Leader

Data Security, DSPM & Privacy

Challenger
8
Vendors
7.7
Avg Score
8
Tools
Score Distribution
Top Capabilities
Scalability & Performance at Volume9.0
Scalability & Performance9.0
Scalability and Performance9.0

Data-centric platforms that discover, classify, govern, and protect sensitive data across cloud, SaaS, and on-prem, increasingly converging DSPM, DLP, and privacy governance.

Capability Heatmap
B
BigID Data Intelligence Platform
8.4/10
Leader
Classification Accuracy,DSPM Capabilities Maturity+3
D
DataGuard
7.3/10
Challenger
Data Access Governance Depth,DSPM Capabilities Maturity+1
N
Netskope Intelligent SSE
7.9/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
O
OneTrust Privacy & Data Governance Cloud
8.0/10
Leader
Questionnaire Workflow Automation,Regulatory and Framework Coverage+3
P
Protecto AI Data Privacy Platform
6.3/10
Niche
AI/ML Security Focus Level,AI Data Privacy & Leakage Protection+1
S
Skyhigh Security Service Edge & Data Protection
7.6/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
V
Varonis Data Security Platform
8.1/10
Leader
Data Access Governance Depth,Anomaly Detection and Risk Scoring+3
Z
Zscaler Internet Access (ZIA) with CASB
8.1/10
Leader
Scalability & Performance at Volume,Scalability & Performance+3

SaaS Security & SSE Control Plane

Challenger
10
Vendors
7.3
Avg Score
10
Tools
Score Distribution
Top Capabilities
DLP Policy Effectiveness9.0
SaaS DLP Capabilities9.0
Scalability & Performance8.9

SaaS security posture, CASB, and SSE platforms that provide unified visibility, configuration hardening, and data controls across cloud applications and user access paths.

Capability Heatmap
A
Adaptive Shield SSPM Platform
7.0/10
Challenger
SSPM Misconfiguration Coverage,Compliance Framework & Policy Support+3
A
AppOmni SaaS Security Platform
7.8/10
Leader
SSPM Misconfiguration Coverage,Integration Depth per SaaS Application+3
C
Cisco Cloudlock
7.1/10
Challenger
Scalability & Performance at Volume,Scalability & Performance+3
D
DoControl SaaS Security Platform
7.0/10
Challenger
External Sharing & Collaboration Controls,SaaS Data Access Governance+2
D
Druva Data Resiliency Cloud
7.3/10
Challenger
Ransomware-Resilient Storage Capabilities,Backup Malware & Anomaly Detection+1
G
Grip SaaS Security Control Plane
6.5/10
Niche
Third-Party SaaS & OAuth App Discovery
N
Netskope Intelligent SSE
7.9/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
O
Obsidian SaaS Security Platform
7.0/10
Challenger
SSPM Misconfiguration Coverage,Integration Depth per SaaS Application+3
S
Skyhigh Security Service Edge & Data Protection
7.6/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
Z
Zscaler Internet Access (ZIA) with CASB
8.1/10
Leader
Scalability & Performance at Volume,Scalability & Performance+3

Exposure, Attack Surface & Third-Party Risk

Challenger
16
Vendors
7.3
Avg Score
16
Tools
Score Distribution
Top Capabilities
Platform Scalability8.9
Platform Security and Compliance8.9
Vendor Network Breadth8.9

Platforms that map internal and external attack surface, rate cyber posture, and continuously assess third-party and supplier risk as part of a broader exposure management strategy.

Capability Heatmap
A
Aravo Third-Party Risk Management
7.1/10
Challenger
GRC Platform Integration,Issue and Remediation Workflows+2
A
Archer Third Party Governance
7.9/10
Leader
GRC Platform Integration,Issue and Remediation Workflows+3
A
Axonius Cybersecurity Asset Management
7.6/10
Leader
Asset Correlation and De-duplication,Internal Asset Inventory Depth+3
B
Bitsight Security Ratings Platform
7.4/10
Leader
External Risk Scoring Maturity,Vendor Network Breadth+3
C
Coupa Risk Aware
6.9/10
Challenger
Procurement System Integration,Vendor Network Breadth
J
JupiterOne Cyber Asset Attack Surface Management
7.2/10
Challenger
Advanced Analytics and Querying,Asset Correlation and De-duplication+3
P
Panorays Third-Party Security Risk Management
6.9/10
Challenger
Questionnaire Workflow Automation
P
Prevalent Third-Party Risk Management Platform
7.2/10
Challenger
Questionnaire Workflow Automation,Regulatory and Framework Coverage
P
ProcessUnity Vendor Risk Management
8.0/10
Leader
Questionnaire Workflow Automation,Regulatory and Framework Coverage+3
Q
Qualys CSAM & EASM
7.9/10
Leader
Platform Scalability,Platform Security and Compliance+3
R
Rapid7 Exposure Management (InsightVM + InsightCloudSec)
7.5/10
Leader
Advanced Analytics and Querying,Exposure Trend and KPI Support+3
R
RiskRecon
6.5/10
Challenger
External Risk Scoring Maturity
S
SecurityScorecard Ratings Platform
7.5/10
Leader
External Risk Scoring Maturity,Vendor Network Breadth+3
T
Tenable One Exposure Management Platform
8.1/10
Leader
Exposure Trend and KPI Support,Reporting and Dashboard Quality+3
U
UpGuard Vendor Risk
7.0/10
Challenger
Questionnaire Workflow Automation
W
Whistic Vendor Security Network
6.3/10
Niche
Questionnaire Workflow Automation

AI Security & Responsible AI

Challenger
11
Vendors
7.0
Avg Score
11
Tools
Score Distribution
Top Capabilities
Scalability & Performance at Volume9.0
Scalability & Performance9.0
Platform Scalability9.0

Specialized AI security and governance platforms that protect models, data, and LLM usage while cloud providers embed AI-native controls into their broader security stacks.

Capability Heatmap
A
AWS Security for AI & ML (GuardDuty, Macie, SageMaker/Bedrock Controls)
7.7/10
Leader
Deployment Model Flexibility for AI Workloads,Integration with Existing Security Stack+3
C
CalypsoAI Platform
6.8/10
Challenger
AI/ML Security Focus Level,AI Governance & Model Risk Management+3
C
Cranium AI Security Platform
6.8/10
Niche
AI/ML Security Focus Level,AI Governance & Model Risk Management+3
G
Google Cloud Security for AI & ML (Vertex AI + Chronicle)
7.6/10
Leader
Integration with Existing Security Stack,Security Stack Integration Depth+3
H
HiddenLayer AI Security Platform
6.7/10
Challenger
AI/ML Security Focus Level,Adversarial Example Robustness+3
L
Lakera Guard
6.5/10
Niche
AI/ML Security Focus Level,LLM Guardrails & Policy Enforcement Strength+2
M
Microsoft Defender for Cloud (with AI Security Capabilities)
7.7/10
Leader
Deployment Model Flexibility for AI Workloads,Integration with Existing Security Stack+3
P
Prompt Security Platform
6.5/10
Niche
AI/ML Security Focus Level,LLM Guardrails & Policy Enforcement Strength+3
P
Protect AI Platform
7.2/10
Challenger
AI/ML Security Focus Level,AI/ML Supply Chain Security Controls+1
P
Protecto AI Data Privacy Platform
6.3/10
Niche
AI/ML Security Focus Level,AI Data Privacy & Leakage Protection+1
R
Robust Intelligence AI Firewall
7.0/10
Challenger
AI/ML Security Focus Level,Adversarial Example Robustness+3

OT, IoT & Cyber-Physical Security

Challenger
7
Vendors
6.9
Avg Score
7
Tools
Score Distribution
Top Capabilities
AI/ML Security Focus Level9.0
IoT Device Type Coverage9.0
OT/IoT Asset Discovery Coverage9.0

Specialized platforms that provide asset discovery, monitoring, and protection for OT, IoT, and safety-critical environments, bridging IT security with industrial and physical systems.

Capability Heatmap
Active Enforcement Capabilities (Blocking/Quarantine)
7.7
Policy-Based Access Control for OT/IoT Devices
7.3
A
Armis Asset Intelligence Platform
6.9/10
Challenger
Internal Asset Inventory Depth,Platform Scalability+2
C
Claroty xDome
6.5/10
Leader
Internal Asset Inventory Depth,Platform Scalability+2
D
Dragos Platform
7.9/10
Leader
Industrial Protocol Support Breadth,Incident Detection & Investigation Efficiency+3
F
Forescout Continuum Platform
7.5/10
Challenger
IoT Device Type Coverage,OT/IoT Asset Discovery Coverage+3
L
Lakera Guard
6.5/10
Niche
AI/ML Security Focus Level,LLM Guardrails & Policy Enforcement Strength+2
N
Nozomi Networks Guardian & Vantage
6.5/10
Leader
Internal Asset Inventory Depth,Platform Scalability+2
T
TXOne Networks OT Security Platform
6.8/10
Challenger
Active Enforcement Capabilities (Blocking/Quarantine),Network Segmentation & Micro-Segmentation Capabilities+1

Identity, Endpoint & Access Experience

Challenger
8
Vendors
7.4
Avg Score
8
Tools
Score Distribution
Top Capabilities
Compliance Framework & Policy Support9.0
Out-of-the-Box SaaS Security Policies9.0
CASB-like Control Capabilities9.0

Converging identity, endpoint, and access platforms that enforce zero-trust principles and consistent user protection across devices, networks, and SaaS applications.

Capability Heatmap
A
Atlassian Access
6.0/10
Niche
Scalability & Performance at Volume,Scalability & Performance+3
C
CyberArk Identity Security Platform
Leader
F
Fortinet Security Fabric (FortiGate + FortiSASE)
Leader
N
Netskope Intelligent SSE
7.9/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
O
Okta Workforce Identity Cloud
Leader
S
SentinelOne Singularity Platform
Leader
S
Skyhigh Security Service Edge & Data Protection
7.6/10
Leader
DLP Policy Effectiveness,Classification Accuracy+3
Z
Zscaler Internet Access (ZIA) with CASB
8.1/10
Leader
Scalability & Performance at Volume,Scalability & Performance+3

Security Operations & Detection Stack

Challenger
8
Vendors
7.8
Avg Score
8
Tools
Score Distribution
Top Capabilities
Scalability & Performance at Volume9.0
Integration with Existing Security Stack9.0
Scalability & Performance9.0

Detection, analytics, and response platforms that aggregate telemetry, enrich it with threat and asset context, and orchestrate SOC workflows across tools and domains.

Capability Heatmap
A
AWS Security for AI & ML (GuardDuty, Macie, SageMaker/Bedrock Controls)
7.7/10
Leader
Deployment Model Flexibility for AI Workloads,Integration with Existing Security Stack+3
A
Axonius Cybersecurity Asset Management
7.6/10
Leader
Asset Correlation and De-duplication,Internal Asset Inventory Depth+3
G
Google Cloud Security for AI & ML (Vertex AI + Chronicle)
7.6/10
Leader
Integration with Existing Security Stack,Security Stack Integration Depth+3
M
Microsoft Defender for Cloud (with AI Security Capabilities)
7.7/10
Leader
Deployment Model Flexibility for AI Workloads,Integration with Existing Security Stack+3
P
Palo Alto Networks Cortex Xpanse & Prisma Cloud
8.3/10
Leader
Platform Scalability,Platform Security and Compliance+3
R
Rapid7 Exposure Management (InsightVM + InsightCloudSec)
7.5/10
Leader
Advanced Analytics and Querying,Exposure Trend and KPI Support+3
S
SentinelOne Singularity Platform
Leader
T
Tenable One Exposure Management Platform
8.1/10
Leader
Exposure Trend and KPI Support,Reporting and Dashboard Quality+3

Enterprise GRC & Program Analytics

Challenger
9
Vendors
7.2
Avg Score
9
Tools
Score Distribution
Top Capabilities
Orchestration and Workflow Integration9.0
External Risk Scoring Maturity8.9
Vendor Network Breadth8.8

Governance, risk, compliance, and program analytics platforms that translate technical control data into business risk views, regulatory evidence, and board-level reporting.

Capability Heatmap
A
Aravo Third-Party Risk Management
7.1/10
Challenger
GRC Platform Integration,Issue and Remediation Workflows+2
A
Archer Third Party Governance
7.9/10
Leader
GRC Platform Integration,Issue and Remediation Workflows+3
B
Bitsight Security Ratings Platform
7.4/10
Leader
External Risk Scoring Maturity,Vendor Network Breadth+3
C
Coupa Risk Aware
6.9/10
Challenger
Procurement System Integration,Vendor Network Breadth
O
OneTrust Privacy & Data Governance Cloud
8.0/10
Leader
Questionnaire Workflow Automation,Regulatory and Framework Coverage+3
R
RiskRecon
6.5/10
Challenger
External Risk Scoring Maturity
S
SecurityScorecard Ratings Platform
7.5/10
Leader
External Risk Scoring Maturity,Vendor Network Breadth+3
U
UpGuard Vendor Risk
7.0/10
Challenger
Questionnaire Workflow Automation
W
Whistic Vendor Security Network
6.3/10
Niche
Questionnaire Workflow Automation

Platformization & Suite Convergence

INSIGHT

Security buying is consolidating around multi-function platforms (cloud, data, identity, SSE, XDR) that span several domains, with integration depth and shared data models becoming key differentiators.

From Controls to Exposure Management

INSIGHT

Organizations are shifting from siloed control deployment to continuous exposure management, combining asset intelligence, vulnerability data, external ratings, and threat context to prioritize remediation.

AI-Driven Security Operations

INSIGHT

AI and LLMs are being embedded into SIEM, XDR, SOAR, and data platforms as copilots and analytics engines, accelerating detection, investigation, and response while creating new governance and safety requirements.

Secure Software & Cloud-Native Lifecycle

INSIGHT

DevSecOps, supply chain security, CNAPP, and runtime application protection are converging into lifecycle-centric architectures that secure code, pipelines, infrastructure, and workloads as a continuous flow.

Domain Market Views

Individual market views for each domain

5G, Edge Compute & Embedded Systems Security

Solutions that secure 5G networks, mobile edge computing (MEC), and embedded compute platforms that sit between traditional IT and OT/IoT environments. This includes security for 5G core and RAN components, slice and API exposure protection, MEC workload isolation and monitoring, secure edge gateways, embedded runtime protection, and visibility and policy enforcement across distributed edge compute nodes in telco, industrial, and enterprise deployments. This domain complements OT & IoT Security, which focuses on OT/ICS and IoT devices, and Network & Edge Security, which focuses on traditional enterprise networking.

No vendors
0 attributes

AI & Machine Learning Security & AI‑Driven Defense

Technologies that secure AI and machine learning systems and leverage AI to enhance security operations. This includes protection for training data and models, AI/ML pipeline and MLOps security, generative AI and LLM application security (guardrails, policy enforcement, RAG and plugin/tool security), prompt and model abuse detection, adversarial ML defenses, and AI governance and model risk management for the models themselves. It also covers AI‑driven analytics and copilots for threat detection, investigation, and security automation that operate as capabilities within or alongside SIEM/XDR and SOAR platforms, while the broader governance of enterprise AI usage and safety is covered under AI Usage Governance, Safety & Trust.

11 tools/vendors
21 attributes

AI Usage Governance, Safety & Trust

Solutions that govern and secure the enterprise use of AI and generative AI, focusing on how users, applications, and business processes consume AI services. This includes AI safety guardrails and policy enforcement across LLMs and foundation models, prompt and output monitoring for data leakage and harmful content, AI usage analytics and access governance, model and provider risk assessment, safety and fairness evaluation, and controls that align AI adoption with regulatory, privacy, and responsible AI requirements. This domain complements AI & Machine Learning Security & AI‑Driven Defense, which focuses on securing AI models, pipelines, and AI‑driven security analytics themselves.

No vendors
0 attributes

Application & API Security

Technologies that protect web, mobile, and API‑based applications across the software development lifecycle and in production, focusing on first‑party application logic and exposed interfaces. This includes SAST, DAST, IAST, software composition analysis (SCA) for application dependencies, API discovery and posture management, API threat protection, web application and API protection (WAAP/WAF), runtime application self‑protection (RASP), and related tooling integrated into DevSecOps workflows. Integrity and provenance of the broader build and delivery pipeline are covered under Software Supply Chain Security.

14 tools/vendors
16 attributes
7 segments

Market View: Application & API Security Market Overview

Attack Surface & Exposure Management

Technologies that continuously discover, inventory, and assess an organization’s internal and external attack surface, including external attack surface management (EASM), cyber asset attack surface management (CAASM), and exposure management platforms that prioritize remediation based on business context.

14 tools/vendors
21 attributes

Blockchain, Web3 & Digital Asset Security

Solutions that secure blockchain-based applications, Web3 infrastructure, and digital assets, including smart contract analysis and formal verification, on-chain threat and anomaly detection, wallet and private key protection, custody and MPC-based key management, protocol and bridge monitoring, and risk analytics for DeFi, NFTs, and tokenized assets. This domain focuses on securing both enterprise and consumer-facing blockchain ecosystems and their integration with traditional systems.

No vendors
13 attributes

Cloud Infrastructure Security & CNAPP Platforms

Tools and platforms that secure public, private, and hybrid cloud infrastructure and services, including cloud security posture management (CSPM), cloud workload protection platforms (CWPP), cloud infrastructure entitlement management (CIEM), Kubernetes and cloud network security, and cloud‑native application protection platform (CNAPP) capabilities that unify visibility, configuration, vulnerability, and runtime threat protection across multi‑cloud and hybrid environments. This domain is the primary home for CNAPP‑related capabilities and replaces the deprecated Cloud‑Native Application Protection (CNAPP) domain entry.

7 tools/vendors
18 attributes
7 segments

Market View: Cloud Infrastructure Security & CNAPP Platforms Market Overview

Cyber Resilience & Recovery

Technologies that ensure resilience and rapid recovery from cyber incidents, including immutable and cyber‑aware backup, disaster recovery orchestration, ransomware‑resilient storage, recovery testing and automation, and tools that prioritize and orchestrate restoration of critical business services.

11 tools/vendors
18 attributes
7 segments

Market View: Cyber Resilience & Recovery Market Overview

Data Security, Privacy & DSPM

Solutions that discover, classify, monitor, and protect sensitive data wherever it resides or is used, including data security posture management (DSPM), data security platforms (DSP), data loss prevention (DLP), database and big data security, encryption and key management, and data access governance. These tools provide continuous visibility into data flows, access, and exposure across on‑prem, cloud, SaaS, collaboration, and AI/LLM environments, with strong alignment to regulatory, privacy, data residency, and emerging AI governance requirements for training and inference data.

7 tools/vendors
23 attributes
6 segments

Market View: Data Security & Privacy Market Overview

Developer Security & Secure Coding Platforms

Platforms and tools that embed security into developer workflows and engineering platforms, including IDE and code review security assistants, secure coding guidance, secrets detection in code and repositories, developer‑focused SAST/SCA integrations, pre‑commit and CI hooks, and policy guardrails for Git hosting, code collaboration, and AI coding assistants and code generation. This domain emphasizes improving developer productivity while reducing security risk across the software development lifecycle, including governance of AI‑assisted development.

No vendors
18 attributes

Email, Web & Collaboration Security

Solutions that protect email, web, and collaboration channels from phishing, malware, business email compromise, data leakage, and account takeover, including secure email gateways, API‑based email security, browser and web isolation, collaboration app security, and advanced phishing detection and remediation.

No vendors
21 attributes

Endpoint & Device Security

Technologies that protect and manage endpoints and devices, including endpoint protection platforms (EPP), mobile threat defense (MTD), unified endpoint management (UEM/MDM), device posture assessment, and controls that enforce security baselines across laptops, mobiles, and other user devices.

No vendors
20 attributes

Human Risk & Security Awareness

Solutions that reduce human‑centric cyber risk through security awareness training, phishing simulation, behavioral reinforcement, human risk scoring, and targeted interventions, including platforms that measure and influence employee security behaviors across email, web, collaboration, and SaaS tools.

No vendors
21 attributes

Identity Security

Solutions that secure digital identities and their access to resources, including identity and access management (IAM), privileged access management (PAM), identity threat detection and response (ITDR), and lifecycle governance for human and machine identities across cloud and on‑prem environments, with strong integration into zero‑trust and risk‑based access controls.

No vendors
16 attributes

Insider Risk Management & User Behavior Analytics

Platforms that detect, assess, and manage risks arising from malicious, negligent, or compromised insiders by analyzing user behavior and data interactions. Capabilities include user and entity behavior analytics (UEBA), insider risk scoring, policy‑driven monitoring of data movement and anomalous access, contextual investigation workflows, and integrations with DLP, identity, collaboration, and HR systems. These solutions focus on human‑driven data and access misuse, complementing Data Security, Privacy & DSPM, Human Risk & Security Awareness, and Identity Security.

No vendors
0 attributes

IT Operations & Control Plane Security

Solutions that secure the IT and infrastructure control planes attackers frequently abuse, including remote monitoring and management (RMM) tools, IT service management (ITSM) platforms, configuration and deployment systems, and administrative consoles for SaaS and cloud services. Capabilities include hardening and continuous monitoring of admin interfaces, change and configuration anomaly detection, privileged workflow protection, and guardrails that prevent misuse of powerful operational tools. This domain complements Identity Security and Software Supply Chain Security by focusing on the operational control surfaces used to manage infrastructure and applications.

No vendors
0 attributes

Network & Edge Security

Technologies that secure enterprise networks, data centers, and edge locations, including next‑generation firewalls (NGFW), IDS/IPS, secure SD‑WAN, network segmentation gateways, DDoS protection, and virtual or cloud‑delivered network security services that enforce policy and inspect traffic across on‑prem, branch, and cloud environments.

No vendors
19 attributes

OT & IoT Security

Solutions that secure operational technology (OT), industrial control systems (ICS), and internet of things (IoT) devices, focusing on asset discovery, network monitoring, anomaly detection, segmentation, and protection of safety‑ and mission‑critical environments.

9 tools/vendors
18 attributes

Physical & Cyber‑Physical Security

Solutions that secure physical environments and converged cyber‑physical systems, including physical access control, video surveillance analytics, security operations center (GSOC) platforms, and tools that correlate physical and cyber events to protect facilities, assets, and people in highly regulated or mission‑critical environments.

No vendors
17 attributes

SaaS Security

Tools focused on securing SaaS applications and collaboration platforms, including SaaS security posture management (SSPM), CASB‑like controls, SaaS data access governance, configuration hardening, and continuous monitoring of third‑party SaaS risks.

11 tools/vendors
19 attributes
7 segments

Market View: SaaS Security Market Overview

Security Data & Analytics Platforms

Platforms that collect, normalize, store, and analyze large volumes of security telemetry as a shared data layer, including security data lakes, log and event pipelines, detection engineering workbenches, and analytics engines that support custom detections, threat hunting, and integration with SIEM, XDR, SOAR, and other security tools without being tied to a single detection product.

No vendors
16 attributes

Security Governance, Risk & Compliance

Solutions that support security governance, risk management, and compliance (GRC), including policy management, control frameworks, risk registers, audit support, regulatory mapping, and continuous control monitoring for security programs.

No vendors
20 attributes

Security Operations, Automation & Response (SOAR & SOC Platforms)

Technologies that orchestrate and automate security operations workflows, including security orchestration, automation and response (SOAR), case and incident management, playbook automation, collaborative investigation workspaces, analyst copilots and AI‑assisted triage, incident communications, and integration hubs that connect SIEM, XDR, ticketing/ITSM, threat intel, and IT operations tools. These platforms focus on standardizing and scaling SOC processes, reducing mean time to detect and respond, and improving analyst productivity.

No vendors
20 attributes

Security Posture Management & Program Analytics

Platforms that provide an aggregated, program‑level view of security posture across tools and domains, including continuous control monitoring, security scorecards and KPIs, board‑level reporting, framework and maturity mapping, and cross‑domain analytics that correlate vulnerabilities, misconfigurations, incidents, human risk, and external exposure. These solutions integrate with attack surface and exposure management, GRC, and operational security tools to help security leaders measure, prioritize, and communicate risk and investment effectiveness across the entire security program.

No vendors
0 attributes

Security Testing & Validation

Platforms and services that proactively test and validate security controls and resilience, including penetration testing management, breach and attack simulation (BAS), automated red teaming, adversary emulation, purple‑team tooling, and continuous validation of security controls against real‑world attack techniques.

No vendors
24 attributes

Software Supply Chain Security

Solutions that protect the integrity of software development and delivery pipelines, including SBOM generation and validation, dependency and artifact scanning, build system and CI/CD hardening, code signing and provenance, policy enforcement in artifact repositories and package managers, and integrity verification and attestation (e.g., SLSA‑aligned, in‑toto, Sigstore) from source through build, packaging, deployment, and runtime across applications, containers, and infrastructure as code. This domain focuses on the trustworthiness of the software supply chain itself, complementing Application & API Security, which focuses on application behavior and exposure.

9 tools/vendors
21 attributes

Third-Party & Vendor Risk Management

Platforms and tools that assess, monitor, and manage security and compliance risks associated with third parties, vendors, and partners, including continuous external risk scoring, questionnaire automation, evidence collection, and integration with procurement and GRC workflows.

12 tools/vendors
18 attributes

Threat Detection, Investigation & Response (SIEM, XDR, NDR)

Technologies that provide centralized, productized detection and investigation of threats across the enterprise, including SIEM, XDR, NDR, and related analytics platforms that aggregate and correlate telemetry from endpoints, networks, identities, applications, and cloud environments. These solutions deliver out‑of‑the‑box and customizable detection content, investigation workflows, and native response actions, and integrate with Security Operations, Automation & Response tools for orchestration and case management.

No vendors
23 attributes

Threat Intelligence, Digital Risk & Attack Surface Intelligence

Platforms and services that collect, aggregate, analyze, and operationalize threat intelligence and external digital risk signals, including threat intelligence platforms (TIP), curated threat feeds, malware and infrastructure intelligence, brand and domain protection, dark web monitoring, and attack surface intelligence that maps adversary infrastructure and exposure. These tools enrich detections, hunting, and incident response with contextual threat data and increasingly provide automation, scoring, and AI‑assisted analysis to make intelligence actionable.

No vendors
0 attributes

Unified User Protection & Access Experience Platforms

Converged platforms that provide unified, user‑centric security and access controls across web, SaaS, private applications, and endpoints. They combine capabilities such as secure web gateway (SWG), CASB‑like controls, ZTNA, DNS and browser security, endpoint posture checks, and risk‑based access policies, with an emphasis on consistent user experience, policy enforcement, and session protection. These platforms often form part of broader SSE/SASE architectures and integrate closely with identity providers and endpoint security tools, complementing the more architecture‑oriented Zero Trust Network Access & SSE/SASE domain.

No vendors
0 attributes

Vertical Cyber‑Physical & Safety‑Critical Systems Security

Specialized security solutions for regulated and safety‑critical verticals such as healthcare, automotive, aviation, and critical public services, including medical device and clinical network security, connected vehicle and in‑vehicle network protection, avionics and transportation system monitoring, and safety‑aware anomaly detection. These tools focus on patient, passenger, and public safety, regulatory alignment, and secure operation of highly specialized cyber‑physical systems.

No vendors
0 attributes

Vulnerability & Patch Management

Solutions that identify, prioritize, and help remediate vulnerabilities across infrastructure, operating systems, applications, and cloud resources, including vulnerability scanners, configuration assessment, risk‑based vulnerability prioritization, integration with ticketing and patch management tools, and workflows that coordinate remediation with IT and DevOps teams.

No vendors
16 attributes

Zero Trust Network Access & SSE/SASE

Solutions that implement zero‑trust principles for user and workload access across web, private applications, and cloud services, including zero trust network access (ZTNA), secure service edge (SSE/SASE components such as SWG, CASB, and cloud firewall), software‑defined perimeter, micro‑segmentation, and continuous risk‑based access controls that leverage identity, device posture, and context to enforce least‑privilege access. This domain focuses on cloud‑delivered access and policy enforcement, complementing traditional Network & Edge Security and core Identity Security platforms.

No vendors
20 attributes