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Use case

Data enrichment

Automatically enrich every event with context, giving your SIEM and analysts the complete picture needed for reliable threat detection.

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The challenge

Supercharge signals with real context

In today’s SOCs, analysts are swamped by noisy alerts, inconsistent data, and weak correlations that hinder fast detection. Relying on manual enrichment with scripts or lookups only creates delays and operational risk.

The Solution

DataStream – intelligent security telemetry pipeline

Automated enrichment

DataStream automatically enriches every log with the missing context, adding user identities, device and host details, geolocation, etc. This happens in real time, at scale, so analysts always have complete information without extra queries or scripts.

Policy alignment

DataStream aligns context with your existing security policies, ensuring that what’s added is consistent, reliable, and actionable for compliance, detection, and audit purposes.

Third-party threat intelligence enrichment

DataStream automatically enriches events with real-time threat intel. It matches IPs, domains, URLs, and file hashes against trusted TI feeds and add reputation, threat type, and confidence, so your SIEM and AI can prioritize risk instantly and cut false positives.

No-code configuration

All enrichment is handled through contextual processors and filters, not brittle regex or custom scripts. Teams configure enrichment in minutes through a UI-driven workflow, eliminating the ongoing script maintenance.

Key benefits

Why this approach works

Stronger
detection rules

Context-rich logs mean more accurate and reliable SIEM correlations

Reduced
noise

Enrichment helps distinguish routine events from true security incidents

Faster
investigations

Analysts see the full story behind each log, not just raw data points

Compliance
ready

Enriched logs provide detailed, audit-proof records for regulatory requirements

datastream – data enrichment

Supported environments

One platform, no puzzle to assemble

Forget the custom scripts and enrichment add-ons. DataStream’s built-in vendor packs automatically attach identity, device, geo-IP, and custom metadata, ensuring every event arrives with the full context your SOC needs.

Frequently asked questions

What type of enrichment can DataStream apply?

It supports user identities, host/device details, geo-IP, application data, custom business tags, and more. 

Does enrichment add latency?

No. DataStream’s vectorized pipeline performs enrichment in parallel, ensuring real-time performance even with high volumes.

Can enrichment rules be customized?

Yes. Teams can apply contextual filters and add business-specific tags without coding. 

How does enrichment improve detection?

With added context, detection rules can more accurately distinguish harmless activity from malicious behavior, reducing false positives and surfacing real threats faster. 

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Deploy DataStream in minutes with Azure Managed Identity support built in. No credential management, no manual setup.