Threat Detection, Investigation, and Response (TDIR)

Accelerate threat detection, investigation, and response with an AI-native platform that unifies and streamlines security operations.

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IMPROVE ANALYST PRODUCTIVITY

Unify TDIR in a Single Workbench

Prioritize alerts, automate evidence gathering, build timelines, and manage cases from a centralized workbench. See the full scope of a threat with insights that span multiple detections and focus on credible threats with context-aware risk scoring for both human users and AI agents.

INCREASE DETECTION ACCURACY

Focus on Genuine Threats, Not False Alarms

Reduce false positives by automatically grouping related events and entities to surface the most serious threats. The New-Scale Security Operations Platform correlates behavior across user accounts, service identities, and AI agents, helping your team respond faster with built-in case sharing, escalation, and shared notes.

Triage high-risk detections versus low-fidelity alerts

AUTOMATED THREAT TIMELINES

Accelerate Investigations with Machine-built Timelines

Investigate faster with detailed, machine-built threat timelines that automate evidence collection and correlate related alerts. Analysts can instantly see the entire story of an attack, including any activity from AI agents, to understand how a threat began and what actions to take next.

AUTOMATE REPETITIVE WORKFLOWS

Standardize and Automate Response Actions

Reduce manual effort with prebuilt playbooks and an intuitive no-code editor. Automate critical security operations workflows, such as alert triage, case escalation, and context gathering, to speed threat remediation. Exabeam Nova agents integrate directly into response workflows, automating triage and evidence gathering for incidents involving AI.

CLEAR THREAT EXPLANATIONS

Understand and Communicate Scope and Impact

Instantly interpret the potential impact of any security event. The New-Scale Platform provides detailed context and plain-language explanations of every threat, helping analysts quickly evaluate and communicate case details to stakeholders.

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Frequently Asked Questions

How does Exabeam use machine learning?

Exabeam pioneered the use of machine learning (ML) for user and entity behavior analytics (UEBA) and automating the TDIR workflow.

Our ML models provide:

Event Correlation: Correlates and analyzes raw, stateless events into a coherent history of user and device activities for more accurate alert triage.
Behavioral Modeling: Establishes a baseline of normal activity for every user and device by analyzing more than 750 behavior-based models.
Peer Grouping Analysis: Dynamically determines a user’s peer group and a host’s function to detect anomalous activity more accurately.
Threat Analytics: Detects specific threats, such as algorithmically generated malicious domains (DGA).
Risk-Prioritized Alerts: Adjusts the risk score of alerts to reduce false positives and focus analysts on credible threats.

How does Exabeam support investigations involving AI agents?

AI agents are monitored just like any other entity. New-Scale Analytics provides visibility into their activity by automatically including their actions in threat timelines. This allows analysts to see where an AI agent took an action, whether it was expected, and how it affected the event sequence, enabling rapid investigation and response.

How do AI agents participate in the investigation workflow?

Exabeam Nova agents, part of the New-Scale Platform, help automate triage, evidence collection, timeline summaries, and suggested next steps. They accelerate analyst workflows, especially when human and AI identities are both involved in the same threat.

Can Exabeam detect when an AI agent is compromised or being misused?

Yes. By monitoring all AI agent activity and correlating it with other events, New-Scale Analytics gives analysts the visibility needed to identify misuse. If an agent accesses sensitive data or performs unexpected actions, that activity is visible within the investigation timeline and is surfaced in Threat Center, allowing an analyst to quickly identify and respond to a potential compromise.

How does Exabeam provide timeline visualizations for TDIR?

The New-Scale Platform provides several timeline visualizations to accelerate investigations:

Threat Timelines: Available in Threat Center, these timelines visualize alerts and cases under investigation, combining correlation rule triggers and behavior analytics alerts from Advanced Analytics.
Investigation Timelines: A comprehensive feature in Search that allows analysts to build custom timelines for any entity—not just users and hosts, but applications, processes, and more. It offers granular control, allowing analysts to fine-tune searches with extensive filtering options.
Smart Timelines: A precomputed view within Investigation Timelines, found in Advanced Analytics. These user-specific timelines automatically highlight abnormal behavior against a normal baseline, accelerating anomaly detection.

How is the Exabeam approach to TDIR different?

Traditional security tools often rely on signature-based detection, which can miss novel or advanced attacks. The TDIR workflow in the New-Scale Platform is different because it’s built on a foundation of behavioral analytics. By creating a baseline of normal activity for every user and entity on your network, Exabeam can detect subtle deviations that indicate a potential threat, from a compromised credential to a malicious insider. This behavioral context, combined with automation and AI, allows security teams to detect threats more accurately and respond faster.

“We also look forward to working with a true cloud-native SIEM provider that can give us the data lake and security technologies we need under one roof to protect our business, including cloud-scale security log management, powerful behavior analytics, and an automated threat detection, investigation, and response (TDIR) experience.”

George Michalitsianos

VP of Information Security | Ansell

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See Exabeam in Action

Request more information or request a demo of the industry’s most powerful platforms for threat detection, investigation, and response (TDIR).

Learn more:

If self-hosted or cloud-native SIEM is right for you
How to ingest and monitor data at cloud scale
How monitoring and analyzing AI and automated agent behavior uncovers risky non-human activity
How to automatically score and profile user activity
See the complete picture using incident timelines
Why playbooks help make the next right decision
Support compliance mandates

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