All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
This analysis is scoped to Datadog security products.
Datadog sells a broad security suite on its observability platform, spanning cloud posture, workload, application, code, and data security, and the products enforce as well as detect, blocking malicious requests at the edge or in-app and running in-kernel workload threat detection. Its product chief told the press that one in four Fortune 500 companies rely on Datadog Security, a company claim with no disclosed security revenue or named security references behind it. For teams already running Datadog observability, security findings appear beside the application, log, and user telemetry the platform already collects, which reduces integration work relative to deploying a separate tool. Buyers outside that base weigh the suite's breadth against a specialist's depth.
| Description | A security suite built on the Datadog observability platform spanning cloud security posture and workload protection, app and API protection, cloud SIEM, code security, sensitive data scanning, and LLM application security, correlating security signals with full-stack telemetry. | [f1] |
|---|---|---|
| Founded | 2010 | [f2] |
| Deployment | SaaS | [f3] |
| Product | What it does |
|---|---|
| Datadog Cloud Security | Agentless and agent-based cloud security covering posture management, vulnerability and entitlement risk, and compliance benchmarks across cloud infrastructure. |
| Datadog App and API Protection | API security, posture, and runtime protection that blocks malicious requests at the edge or in-app using the same tracing the platform already collects. |
| Datadog Cloud SIEM | Cloud-native SIEM that detects and investigates threats at log ingestion with out-of-the-box detection rules and agentic AI investigations. |
| Datadog Workload Protection | Runtime workload security using in-kernel analysis of host and container activity with out-of-the-box threat detection and file integrity monitoring. |
| Datadog Code Security | Application security combining static analysis and software composition analysis with runtime context to prioritize exploitable code vulnerabilities. |
| Datadog Sensitive Data Scanner | Discovers, classifies, and redacts sensitive data across logs, traces, and events in real time to support GDPR, HIPAA, and CCPA compliance. |
| Datadog LLM Observability | Observability and security for LLM and agent applications that traces calls and runs evaluations flagging prompt injection, unsafe output, and sensitive-data exposure. |
| Propolis | Autonomous-agent GenAI software testing and quality assurance, acquired by Datadog in January 2026 and being integrated into the platform to continuously test outcomes in AI-driven systems. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
Datadog LLM Observability traces prompts, responses, and tool calls for LLM and agent applications, with evaluations that flag prompt injection, unsafe output, and exposure of sensitive data. It is mapped to the AI Defense Matrix. [f4]
Cyber Defense Matrix
| Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|
| Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware. | |||||
| Applications Software, interactions, and application flows on the devices. | |||||
| Networks Connections and traffic flowing among devices and apps, plus communication paths. | |||||
| Data Content at rest, in transit, or in use across devices, apps, and networks. | |||||
| Users The people using the devices, apps, networks, and data. |
Cloud SIEM, Cloud Security, Workload Protection, App and API Protection, Code Security, and Sensitive Data Scanner defend conventional infrastructure, applications, data, and identities. These product lines are mapped to the Cyber Defense Matrix. [f5]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 3/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 3/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 4/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 2/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 3/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 4/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 2/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | Datadog Cloud Security product page | official | 2026-06-23 |
| f2 | Datadog, Inc. FY2025 Form 10-K (SEC EDGAR) | regulatory | 2026-06-27 |
| f3 | AI Defense Matrix Catalog entry | other | 2026-06-09 |
| f4 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| f5 | Datadog Cloud SIEM product page | official | 2026-06-12 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Datadog Cloud Security product page “Datadog Cloud Security uses an agentless technology to scan your entire infrastructure for vulnerabilities, misconfigurations, identity risks, and compliance violations. Track conformance to industry benchmarks and controls, such as CIS, PCI DSS, SOC 2, and more.” | official | 2026-06-23 |
| s2 | Datadog Cloud SIEM product page “It helps organizations detect and investigate threats across dynamic, cloud-scale environments using out-of-the-box integrations and detection rules to automatically surface threats. They can automate triage with agentic AI and prioritize investigations with risk-based insights and entity analytics.” | official | 2026-06-23 |
| s3 | Datadog App and API Protection product page “Datadog App and API Protection helps Security and DevOps teams secure APIs with unified visibility, posture management, and runtime protection. Block malicious requests, users, or IPs in real time, at the edge or in-app.” | official | 2026-06-23 |
| s4 | Datadog Code Security product page “Track vulnerable open source library usage in both your repositories and your services with static and runtime analysis in a single offering. Prioritize open source library vulnerabilities with the Datadog Severity Score, which factors in environment, CVSS, and real-time threat activity.” | official | 2026-06-23 |
| s5 | Datadog Workload Protection product page “Datadog Workload Protection performs deep, in-kernel analysis of workload activity across your Linux and Windows hosts and containers to uncover threats. Datadog researches, develops, and packages out-of-the-box threat detection, with the ability to customize security rules.” | official | 2026-06-23 |
| s6 | Datadog Sensitive Data Scanner product page “Datadog's Sensitive Data Scanner helps businesses meet security and compliance goals by discovering, classifying, and redacting sensitive data across logs, traces, RUM, and events, in real-time and at scale, to help businesses stay compliant with GDPR, HIPAA, CCPA, and more.” | official | 2026-06-23 |
| s7 | Datadog: Fourth Quarter and Fiscal Year 2025 Financial Results “Datadog, Inc. (NASDAQ:DDOG), the AI-powered observability and security platform for cloud applications. We are pleased with our strong execution in fiscal year 2025, with 28% year-over-year revenue growth. 603 $1 million+ ARR customers, up from 462 a year ago.” | press | 2026-06-23 |
| s8 | Datadog Security Labs research “Pathfinding Labs: Deploy, test, and learn from 100+ intentionally vulnerable AWS environments. Research, May 18, 2026.” | official | 2026-06-23 |
| s9 | SecurityBrief: Datadog launches AI security analyst for Cloud SIEM “One-in-four Fortune 500 companies rely on Datadog Security to help them detect, prioritise and remediate threats, vulnerabilities and misconfigurations, said Yanbing Li, Chief Product Officer at Datadog. Datadog has launched Bits AI Security Analyst for Cloud SIEM, now generally available worldwide.” | press | 2026-06-23 |
| s10 | Datadog, Inc. FY2025 Form 10-K (SEC EDGAR) “And while we continue to broaden our capabilities in observability, we have expanded our platform into use cases beyond observability, including cloud security, software delivery, and service management.” | regulatory | 2026-06-27 |
| s11 | MSSP Alert: Arctic Wolf, Datadog Unveil Cloud Security Posture Management Tools “Arctic Wolf and Datadog, in separate announcements, have introduced cloud security posture management (CSPM) tools to help organizations protect against public cloud misconfigurations and comply with industry requirements.” | press | 2026-06-27 |
| s12 | The Register: AWS fixes 'confused deputy' vulnerability in AppSync “Security researchers at Datadog identified the bug and reported it to AWS on September 1. Five days later the tech giant pushed a fix to the AppSync service, which Datadog confirmed solved the problem.” | press | 2026-06-27 |
| s13 | NVD CVE-2021-21331: Datadog Java API client local information disclosure “The Java client for the Datadog API before version 1.0.0-beta.9 has a local information disclosure of sensitive information downloaded via the API using the API Client.” | research | 2026-06-27 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | Datadog Cloud Security product page “Datadog Cloud Security uses an agentless technology to scan your entire infrastructure for vulnerabilities, misconfigurations, identity risks, and compliance violations. Track conformance to industry benchmarks and controls, such as CIS, PCI DSS, SOC 2, and more.” | official | 2026-06-23 |
| s2 | Datadog Cloud SIEM product page “It helps organizations detect and investigate threats across dynamic, cloud-scale environments using out-of-the-box integrations and detection rules to automatically surface threats. They can automate triage with agentic AI and prioritize investigations with risk-based insights and entity analytics.” | official | 2026-06-23 |
| s3 | Datadog App and API Protection product page “Datadog App and API Protection helps Security and DevOps teams secure APIs with unified visibility, posture management, and runtime protection. Block malicious requests, users, or IPs in real time, at the edge or in-app.” | official | 2026-06-23 |
| s4 | Datadog Code Security product page “Track vulnerable open source library usage in both your repositories and your services with static and runtime analysis in a single offering. Prioritize open source library vulnerabilities with the Datadog Severity Score, which factors in environment, CVSS, and real-time threat activity.” | official | 2026-06-23 |
| s5 | Datadog Workload Protection product page “Datadog Workload Protection performs deep, in-kernel analysis of workload activity across your Linux and Windows hosts and containers to uncover threats. Datadog researches, develops, and packages out-of-the-box threat detection, with the ability to customize security rules.” | official | 2026-06-23 |
| s6 | Datadog Sensitive Data Scanner product page “Datadog's Sensitive Data Scanner helps businesses meet security and compliance goals by discovering, classifying, and redacting sensitive data across logs, traces, RUM, and events, in real-time and at scale, to help businesses stay compliant with GDPR, HIPAA, CCPA, and more.” | official | 2026-06-23 |
| s7 | Datadog: Fourth Quarter and Fiscal Year 2025 Financial Results “Datadog, Inc. (NASDAQ:DDOG), the AI-powered observability and security platform for cloud applications. We are pleased with our strong execution in fiscal year 2025, with 28% year-over-year revenue growth. 603 $1 million+ ARR customers, up from 462 a year ago.” | press | 2026-06-23 |
| s8 | SecurityBrief: Datadog launches AI security analyst for Cloud SIEM “One-in-four Fortune 500 companies rely on Datadog Security to help them detect, prioritise and remediate threats, vulnerabilities and misconfigurations, said Yanbing Li, Chief Product Officer at Datadog. Datadog has launched Bits AI Security Analyst for Cloud SIEM, now generally available worldwide.” | press | 2026-06-23 |
| s9 | Datadog Security Labs research “Pathfinding Labs: Deploy, test, and learn from 100+ intentionally vulnerable AWS environments. Research, May 18, 2026.” | official | 2026-06-23 |
| s10 | SEC EDGAR: Datadog, Inc. FY2025 Form 10-K “Datadog is the AI-powered observability and security platform for cloud applications. Our SaaS platform integrates and automates infrastructure monitoring, application performance monitoring, log management, user experience monitoring, cloud security, service management” | regulatory | 2026-06-30 |
| s11 | Simply Wall St: Will Datadog's AI-Driven Bits Analyst in Cloud SIEM Reframe Its Observability Narrative? “Earlier this week, Datadog, Inc. announced that its Bits AI Security Analyst is now generally available within its Cloud SIEM, using an AI agent to autonomously investigate and triage security alerts across diverse data sources.” | press | 2026-06-30 |
| s12 | NVD: CVE-2025-61667 Datadog Linux Host Agent local privilege escalation “The Datadog Agent collects events and metrics from hosts and sends them to Datadog. A vulnerability within the Datadog Linux Host Agent versions 7.65.0 through 7.70.2 exists due to insufficient permissions being set on the `opt/datadog-agent/python-scripts/__pycache__` directory” | other | 2026-06-30 |
This site is an experimental research aid created by Zeltser Security Corp. All its data gathering and analysis was performed autonomously without human review, and it can contain errors of fact, interpretation, and judgment that a human reviewer might catch.
The analyses are statements of opinion, not statements of fact. Machine analysis produced the scores, summaries, and matrix placements by weighing the public sources each page cites, and reasonable people can weigh the same sources differently. Where a page states a fact, it cites the public source and the date it was checked, and the statement is only as accurate as that source. Unless a profile expressly says otherwise, the analysis involves no hands-on testing and no independent validation of any company's products or services.
Nothing here is professional, security, legal, financial, investment, or purchasing advice, and nothing here is a recommendation to invest in, do business with, or avoid any company. Inclusion of a company is not an endorsement, and absence of a company is not a judgment about it. Reading this site creates no advisory or client relationship. Verify any detail you plan to act on against the vendor's current materials.
The content is provided "as is" and "as available," with all warranties disclaimed, express or implied, including merchantability, fitness for a particular purpose, accuracy, and non-infringement. No entry is warranted to be complete, current, or correct. Companies change, vendors update their claims, sources can be wrong, and automated analysis can misread them.
To the fullest extent permitted by law, the operator, Zeltser Security Corp, is not liable for any damages that arise from using this site or relying on its content, including direct, indirect, incidental, special, and consequential damages and lost profits, even if advised that such damages were possible. If you are dissatisfied with the site or disagree with these terms, your remedy is to stop using it.
Entries link to vendor pages, press coverage, and other external sites that Zeltser Security Corp does not control and is not responsible for. A link is not an affiliation with the destination or an endorsement of it. Product and company names and trademarks are the property of their owners, used here nominatively to identify the companies described. Short quotations from cited sources appear for identification and commentary.
Do not republish its content or share access without the operator's permission.