SIEM & XDR

Every Datadog security signal, autonomously resolved.

Simbian AI agents natively integrate with Datadog Cloud SIEM to automatically triage, investigate, and respond to security signals. Around the clock, no playbooks, no SOC alert fatigue.

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Datadog
Datadog Cloud SIEM
Security signal · Alert raised
Alert
Simbian logo
AI SOC Agent
Investigates · reasons · decides
Analyzing
Context Lake™
Cross-platform enrichment
Enriching
Security
SIEM · EDR · IAM · TI
Non-Security
CMDB · HR · Cloud
Response Actions
Automated · policy-governed
Executing
Correlate change Enrich context Close benign

Trusted by leading enterprises and MSSPs

Automated Datadog Cloud SIEM Signal Triage and Response

Simbian agents read Datadog security signals and query your logs directly — not just reading alerts, but delivering AI SOC automation across your observability and security data.

Automated Signal Triage

Simbian AI agents continuously ingest Datadog Cloud SIEM signals, prioritizing by severity and detection rule so SOC alert fatigue disappears.

Log & Trace Investigation

Automatically query Datadog logs and APM traces to reconstruct the full sequence behind a signal across services and infrastructure.

Cloud Misconfiguration Response

Pull in Cloud Security Management findings to judge whether a signal exploits a real posture gap in your cloud accounts.

Proactive Threat Hunting

Hunt for matching indicators across retained Datadog logs before a detection rule ever fires.

Bi-Directional Actions

Read signals, update state, add suppressions, and trigger response through the Datadog API and connected tools.

Cross-Platform Response

Turn a Datadog signal into containment across cloud, identity, and endpoint — every alert gets full incident context and an action, not just a notification.

Use AI to Automate Datadog Security Signals

Datadog watches everything — which means signals arrive faster than any team can triage. Simbian investigates every one and closes the noise in seconds.

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How Simbian closes a false-positive Datadog signal.

A real-world false positive, closed automatically. From detection to a benign verdict in 22 seconds — with the evidence attached so your team can audit the call.

Detection
Datadog Cloud SIEM Signal
Anomalous IAM activity · HIGH · T1078.004 · svc-deploy
T+0s
Signal ingested
detection rule · sev high · aws integration
T+2s
Queried Datadog logs
svc-deploy key active from eu-west-1 · new region
T+6s
Pulled change context
matches approved change CHG-4471 · blue/green deploy
T+11s
Correlated identity + APM
svc-deploy is the CI/CD pipeline principal
Response
Autonomous Response by AI SOC Agent
policy match · Tier-1 autonomous · no analyst involved
T+18s
Confirmed sanctioned deployment
CHG-4471 · pipeline run 8123 · owner notified
T+22s
Close signal as benign, attach evidence
no containment taken · full timeline linked
Verdict:BENIGN — AUTO-CLOSEDconf 0.96 · 22s
Correlated to change CHG-4471Datadog + CMDB
No action requiredno containment
Signal closed as benignDatadog API
Evidence attachedaudit trail

Four Steps to AI SIEM Automation with Datadog

From first connection to automated response, Simbian handles your entire detection lifecycle. No playbooks to build. No handoffs to manage.

01

Connect

Simbian connects to Datadog via scoped API and application keys with security and logs read access. No infrastructure changes, no agents to deploy.

02

Monitor

AI agents stream Datadog Cloud SIEM signals continuously across your log pipelines and detection rules, around the clock.

03

Investigate

For every signal, Simbian queries logs, traces, and CSM findings to build full incident context across services. No playbooks needed.

04

Respond

Execute containment through connected tools and update the Datadog signal directly. The loop closes automatically, within policy guardrails.

Real Threats. Autonomous Outcomes.

See how Simbian and Datadog Cloud SIEM work together across the most critical signals facing enterprise SOC teams.

Cloud Attack

Contain a Cloud Attack From One Signal

When Datadog raises a signal on anomalous API activity, Simbian queries logs and CSM findings, confirms the abused credential, and revokes it — before an analyst opens the signal.

Credential Abuse

Stop Credential Abuse Automatically

An impossible-travel signal triggers an automated investigation across authentication logs. Simbian disables the account and revokes sessions without an analyst.

Data Exfiltration

Catch Exfiltration Across Services

An anomalous egress signal triggers a cross-platform investigation spanning cloud, application, and network logs. Complete timeline, delivered in minutes.

More SIEM & XDR Integrations

Simbian connects to every major SIEM and XDR platform. Mix and match across your existing security stack.

Frequently Asked Questions

Yes. Simbian AI agents automatically triage every Datadog security signal — classifying, investigating, and responding without playbooks or analyst intervention. The system reasons across logs, traces, and CSM findings to deliver verdicts around the clock, covering nights, weekends, and volume spikes.
Simbian queries Datadog logs and APM traces, pulls in Cloud Security Management findings, and correlates the activity into one incident. It reaches a verdict and executes response through connected tools — all in seconds, with every query auditable.
Simbian can update and suppress signals, revoke cloud keys, disable principals, and trigger identity and endpoint containment through connected tools. Every action follows your policy guardrails and escalation thresholds.
Under 15 minutes. Simbian connects via scoped Datadog API and application keys — no agents to deploy and no infrastructure changes. You grant the keys and the automated SOC starts ingesting security signals immediately.
No. Simbian works alongside Datadog, not instead of it. Datadog remains your observability and Cloud SIEM platform — Simbian adds an AI SOC analyst layer that automatically triages, investigates, and responds to signals. Your team stays in control with policy guardrails.

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