Question 1

What is an AI-native SIEM?

Accepted Answer

An AI-native SIEM is a security platform built from the ground up to integrate machine learning and automation into the core of its data pipeline. Unlike legacy systems that rely on static, rule-based detection, AI-driven SIEMs use behavioral analytics to identify threats in real-time across cloud-native environments.

Question 2

How does DELTARQ help startups achieve SOC 2 compliance automation?

Accepted Answer

DELTARQ automates evidence collection and continuous controls monitoring directly within your cloud-native developer workflow, scanning for infrastructure configuration errors, security posture drifts, and access control gaps automatically.

Question 3

Is DELTARQ a local-first security platform?

Accepted Answer

Yes. DELTARQ SCAN runs completely local via a developer-focused CLI tool, scanning configuration parameters and git logs on your device. Your sensitive code metadata and credentials never leave your workspace, ensuring complete privacy.

Question 4

How does DELTARQ reduce alert fatigue?

Accepted Answer

DELTARQ uses an advanced contextual threat scoring and correlation engine to aggregate related security telemetry, filtering out noise and false alerts so lean teams can focus on genuine risk patterns.