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Case study

From 45 minutes
to less than 5

Stateside helped build the AI platform turning security alert overload into round-the-clock, hands-free triage.

The
challenge

Before this platform, security analysts manually investigated every alert by logging into multiple detection tools, cross-referencing user and endpoint data, and checking threat intelligence sources one by one. This took 15 to 45 minutes per alert for basic triage. High alert volume created constant pressure, inconsistent investigation quality, and risk that real threats could get buried in noise. Analyst time was consumed by repetitive data gathering rather than higher-value threat hunting.

The
solution

Stateside supported the build of an internal AI-powered security platform that unifies access to the organization’s security data sources through a single orchestration layer, and runs a background investigation agent that automatically triages incoming alerts without human prompting.

Autonomous investigation agent that gathers context and produces structured reports without human prompting.

Unified tool layer giving the AI the same data access human analysts use, with no separate AI-specific pipeline.

Custom credential-bridge browser extension for SSO-only platforms.

Built using Claude (Sonnet 4.5 for most investigations, escalating to Opus for complex cases), developed end-to-end with Claude Code.

The
results

Stateside supported the build of an internal AI-powered security platform that unifies access to the organization’s security data sources through a single orchestration layer, and runs a background investigation agent that automatically triages incoming alerts without human prompting.

4.9 min

Average investigation time
(down from 15–45 minutes manual).

1,352

Completed autonomous investigations to date.

$0.50

Average cost per investigation.

~1,000

Estimated time saved across investigations completed so far.

Key
deliverables

A production AI investigation platform running live, processing alerts continuously.

A reusable orchestration layer that can extend to additional security tools over time.

Full audit and metrics trail captured for every investigation, supporting compliance and post-incident review.

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