Detect and respond to security threats

Spot attacks across endpoints, email, cloud and identity, then triage and contain them. 233 products across 53 companies in the Ludbee catalogue carry this task — spanning every layer of the stack that exists here, not one of its own: 36 Application, 10 Infrastructure, 3 Foundation Models, 4 Hardware.

Filter the whole directory by this job to sort and compare these products.

Where these run

SaaS

197 of 212 products that record it

Self-hosted

23 of 212 products that record it

Hybrid

10 of 212 products that record it

Air-gapped

4 of 212 products that record it

On-device

4 of 212 products that record it

Private cloud

3 of 212 products that record it

21 of 233 products carry no recorded deployment yet, and one product can run more than one way — the counts above are of records, not of products.

What this page does not claim

This list carries no score and no recommendation, and one order only: inside each layer, a company whose product for this task is marked AI feature — sold for another job, with AI as one function its own page names — comes after the rest, A–Z within each. The standing rule that applies to the whole directory applies here too: no payment changes a figure, a ranking or the order of any list, this one included. Nor can it yet say what governs any of these products once deployed — what data they can reach, what they are certified against, whether a vendor trains on what you send it. That field is defined in the ontology and is populated on none of the 3,888 products in the catalogue yet, so a page that leaned on it would be promising an answer the data cannot back. It will say so here the day that changes.

The companies

Application (36)

• Abnormal Security — Abnormal AI, Abnormal AI Data Analyst, Abnormal AI Security Mailbox, Account Takeover Protection, AI Cloud Security, AI Employee Guardrails, AI Governance, AI Security Workbench, Attune, Email DLP Rules, Email Productivity, Identity Threat Protection, Inbound Email Security, Infiltration Prevention, Messaging Security, Misdirected Email, Security Posture Management
• Accenture — Cyber.AI
• Amazon — AWS Continuum
• Arctic Wolf — Aurora Agentic SOC, Aurora AI, Aurora Endpoint Security, Aurora Engine, Aurora Managed Detection and Response, Aurora Managed Endpoint Defense, Aurora Mobile Threat Defense, Aurora Security Assistant, Aurora Superintelligence Platform
• Check Point Software Technologies — Agentic Exposure Validation, Agentic Network Security Orchestration, AI Agent Security, AI Factory Firewall, AI Network Firewall, Check Point AI Assist, Check Point Email Security, Check Point XDR, ThreatCloud AI, Workforce AI Security
• CodeRabbit — CodeRabbit Security
• Cognition — Devin Security Swarm
• CrowdStrike — Charlotte Agentic SOAR, Charlotte AI, Charlotte AI AgentWorks, CrowdStrike Falcon platform, Falcon Adversary Intelligence, Falcon Adversary Intelligence Premium, Falcon Adversary OverWatch, Falcon Cloud Security, Falcon Complete, Falcon Data Security, Falcon Exposure Management, Falcon Guardian, Falcon Insight XDR, Falcon Next-Gen Identity Security, Falcon Next-Gen SIEM, Falcon Prevent
• Cyera — Cyera Agent Guardian, Cyera AI Runtime Protection, Cyera AI Security Platform, Cyera AI-SPM, Cyera Browser Shield, Cyera DSPM, Omni DLP
• Darktrace — Cyber AI Analyst, Darktrace / Attack Surface Management, Darktrace / CLOUD, Darktrace / EMAIL, Darktrace / ENDPOINT, Darktrace / Forensic Acquisition & Investigation, Darktrace / HYBRID NETWORK, Darktrace / IDENTITY, Darktrace / Incident Readiness & Recovery, Darktrace / OT, Darktrace / Proactive Exposure Management, Darktrace / SECURE AI, Darktrace ActiveAI Security Platform
• Docusign — Docusign Identify
• Doppel — Doppel, Doppel Brand AbuseBox, Doppel Brand Protection, Doppel Email Security, Doppel Executive Protection, Doppel Phishing Triage, Doppel Threat Graph
• Expel — Expel Agentic MDR, Expel Workbench (AI feature), Ruxie AI
• GetReal Security — GetReal Protect
• Glean (Glean Technologies) — Glean Protect
• Harness — AI Firewall, AI SAST, AI SCA, API Advanced Protection (AI feature), Runtime Protection Agent, Security Testing Agent
• HiddenLayer — Agent Harness Security, HiddenLayer AI Attack Simulation, HiddenLayer AI Discovery, HiddenLayer AI Runtime Security, HiddenLayer AI Security Platform, HiddenLayer AI Supply Chain Security
• Honeywell — Honeywell Cyber Proactive Defense
• Huntress — Huntress Platform (Athena Engine)
• IBM — IBM Guardium AI Security, IBM QRadar MDR
• JFrog — JFrog Agent Skills Registry, JFrog MCP Registry, JFrog Plugins Registry
• Krisp — Krisp Voice Security
• Microsoft — Microsoft Entra Conditional Access Optimization Agent, Microsoft Purview Data Security Investigations, Microsoft Purview Triage Agent in Data Loss Prevention, Microsoft Purview Triage Agent in Insider Risk Management, Microsoft Security Copilot, Security Alert Triage Agent, Threat Intelligence Briefing Agent
• Mind Foundry — Nightingale
• NiCE — Xceed AI FRAML
• Palo Alto Networks — Advanced DNS Security, Advanced Threat Prevention, Advanced URL Filtering, Advanced WildFire, AI Access Security, Cortex Agentic Assistant, Cortex Cloud, Cortex XDR, Cortex Xpanse, Cortex XSIAM, Enterprise Data Loss Prevention, Enterprise Device Security, Industrial OT Security, Medical Device Security, Precision AI, Prisma AIRS, Prisma AIRS AI Runtime Security, Prisma AIRS AI Supply Chain Security, Prisma SASE, SaaS Security, Strata Cloud Manager
• Presight — Presight Financial Solutions
• Prolific — Protocol
• Qodo — Qodo
• Red Canary — Zscaler Managed Detection and Response, Zscaler Managed Phishing Response, Zscaler MDR AI Agents
• SentinelOne — Prompt Security, Purple AI, Singularity AI SIEM, Singularity Cloud Native Security (AI feature), Singularity Cloud Security, Singularity Endpoint, Singularity Hyperautomation (AI feature), Singularity Identity, Singularity Mobile, Singularity Network Discovery, Singularity Platform, Wayfinder TDR
• Torq — Torq AI SOC Platform, Torq Auto Triage, Torq Case Management, Torq HyperAgents, Torq Socrates
• Vectra AI — 360 Response, Cloud Detection and Response for AWS, Cloud Detection and Response for Microsoft 365, Copilot for M365 Detection and Response, Identity Threat Detection and Response (ITDR), Managed Extended Detection and Response (MXDR), Threat Detection and Response for Azure, Vectra AI Platform, Vectra Recall
• Vercel — Vercel BotID
• Wiz — Wiz AI-SPM
• Zscaler — AI Endpoint Security, Secure Access to AI, Zero Trust Exchange, Zscaler AI Asset Management (AI-SPM), Zscaler AI Guard for Apps, Zscaler AI Guard for Users, Zscaler AI Red Teaming, Zscaler Breach Predictor, Zscaler Cloud Sandbox

Infrastructure (10)

• Databricks — Lakewatch
• Datadog — Bits Security Analyst, Bits Threat Hunting
• Delinea — Delinea Iris AI, Identity Threat Protection
• Elastic — Attack Discovery, Elastic AI Assistant, Elastic AI SOC Engine, Elastic Security
• Huawei Cloud — Content Moderation
• Resemble AI — Deepfake Detection Chrome Extension, Resemble Agent Detection, Resemble Identity, Resemble Intelligence, Resemble Meetings, Resemble Signal, Resemble Watermarker
• Splunk — Detection Studio, Splunk AI Assistant in Security, Splunk Enterprise Security
• Volcano Engine — LLM Application Firewall (大模型应用防火墙)
• Zapier — AI Guardrails by Zapier
• Okta — Identity Threat Protection (AI feature)

Foundation Models (3)

• Alphabet (Google) — Gemini in Google Security Operations, Gemini in Security Command Center, Google Security Operations, Google Threat Intelligence (AI feature)
• Anthropic — Claude Security
• OpenAI — Codex Security, OpenAI Daybreak

Hardware (4)

• Arista Networks — Arista NDR
• Cisco — Cisco AI Defense
• Fortinet — FortiAI-Assist, FortiAI-Protect, FortiAIGate, FortiAppSec Cloud, FortiDLP, FortiEDR, FortiEndpoint, FortiGuard AI-Powered Security Services, FortiMail, FortiMail Workspace Security, FortiNDR, FortiRecon, FortiSandbox, FortiSIEM, FortiSOAR, FortiSOC, FortiWeb, FortiXDR
• Qualcomm — Qualcomm Insight Platform