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PassAI-Guard · Cybersecurity hyperautomation

PassAI-Guard — the alerts that don't need a human never reach one

AI-assisted alert triage, automated enrichment and SOAR playbooks that contain, isolate and ticket threats without waking an analyst. The AI automation layer on PassIRP.

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PassAI-Guard is Passeca's cybersecurity hyperautomation platform. It performs AI-assisted alert triage, automated enrichment and SOAR playbooks on top of the PassIRP SIEM, so that alerts which do not need a human are resolved automatically and analysts focus on genuine threats. It is the AI layer inside Passeca's SOC-as-a-Service and MDR.

The problem

Why do SOCs drown in alerts?

The volume problem PassAI-Guard exists to solve.

Modern security stacks generate more alerts than any human team can triage. EDR, SIEM, cloud, identity and email security each fire independently, and the majority of what they produce is noise — benign triggers, duplicates and low-fidelity detections. Analysts spend their first minutes on each alert just gathering context, and the cumulative effect is alert fatigue: real threats buried, response slowed, and analyst burnout.

Capabilities

What can PassAI-Guard do?

Three capabilities, each concrete.

AI-assisted triage

PassAI-Guard classifies, deduplicates and scores incoming alerts so that the noise — repeated detections, benign triggers, low-fidelity events — is handled automatically and only the alerts that need a human reach an analyst.

Automated enrichment

Each alert is enriched with threat intelligence, asset context and identity context before a human ever sees it — so the analyst starts with the full picture instead of spending the first ten minutes gathering it.

SOAR playbooks

For confirmed threats, PassAI-Guard runs response playbooks: contain the host, isolate the identity, create or update the ticket, and notify the right people — within seconds of detection, not hours.

Results

Before and after PassAI-Guard

Drive better security results across your organisation.

35%reduction in SecOps team workload, especially tier 1 and tier 2
Zeroalert fatigue — triage and investigation are automated
17%of effort spent on false positives, with 100% of focus on what matters
10xmore efficient than traditional security teams
10 h 35 minmean time to detect (MTTD)
0%of alerts skipped — never miss a critical alert
Governance

What the AI decides, and what a human decides

PassAI-Guard decides (automated)

  • Classify, deduplicate and score each alert
  • Enrich with threat intel, asset and identity context
  • Auto-resolve confirmed false positives and duplicates
  • Run contained SOAR actions — isolate a host, disable a credential, open a ticket

A human decides (Passeca analyst)

  • Declare a major incident and set severity
  • Take production systems offline or disconnect segments
  • Escalate to customer executives, legal and communications
  • Investigate novel or low-confidence detections and threat-hunt

The boundary is deliberate. Automation removes the repetitive, well-understood work; humans retain authority over any decision with operational, reputational or legal consequences. For regulated buyers under NIS2, DORA or BSI C5, stating this explicitly is itself a control.

Integration

How PassAI-Guard fits the Passeca stack

The AI layer on PassIRP, fed by Deception and Signals.

PassAI-Guard sits on top of PassIRP, reading its alerts and writing actions back to its incident cases. Passeca Deception contributes near-zero-false-positive indicators — when a decoy is touched, the response can be automated with confidence because interactions with a decoy are strong indicators of suspicious activity. Signals feeds dark-web and leaked-credential intelligence into the enrichment step.

The result is one detection and response stack: PassIRP sees, PassAI-Guard triages and responds, and Passeca analysts decide. No vendor boundaries, no hand-off delays.

FAQ

PassAI-Guard, answered

The questions technical and regulated buyers ask about AI in the SOC.

What is PassAI-Guard?
PassAI-Guard is Passeca's cybersecurity hyperautomation platform. It performs AI-assisted alert triage, automated enrichment and SOAR playbooks on top of PassIRP, so that the alerts that don't need a human never reach one. It is the AI layer inside SOC-as-a-Service and MDR.
How does PassAI-Guard reduce alert fatigue?
By triaging automatically. PassAI-Guard classifies, deduplicates and scores every incoming alert, resolving or suppressing the ones that don't require a human and enriching the ones that do. Analysts spend their time on genuine threats rather than clearing false positives.
What does PassAI-Guard automate, and what stays with a human?
PassAI-Guard automates triage (classify, deduplicate, score), enrichment (threat intel, asset and identity context) and contained SOAR response (isolate, ticket, notify). A human decides on novel or high-impact actions — the decision to declare a major incident, to take systems offline, or to escalate to executive and communications stakeholders stays with Passeca analysts.
Is PassAI-Guard the same as PassIRP?
No. PassIRP is the SIEM that collects and correlates logs and manages incident cases. PassAI-Guard is the AI automation layer that sits on top of PassIRP, triaging its alerts, enriching them and running response playbooks. They are separate platforms that work as one stack.
How does PassAI-Guard decide what is malicious?
PassAI-Guard combines detection rules from PassIRP, behavioural analytics, threat-intelligence from Signals and learned patterns from Passeca's SOC operations to score each alert. The scoring drives the triage decision: auto-resolve, enrich-and-queue, or escalate immediately.
What results does PassAI-Guard deliver?
Results depend on alert volume, detection configuration and the response workflows deployed.
Does PassAI-Guard replace SOC analysts?
No. PassAI-Guard removes the repetitive triage and enrichment that burns analyst time, so the analysts Passeca does employ focus on investigation, threat hunting and response decisions. The platform makes human expertise more effective, it does not remove it.
How do I get PassAI-Guard?
PassAI-Guard is delivered as part of SOC-as-a-Service or MDR on PassIRP. Request a demo through /contact/demo and Passeca will show the triage, enrichment and response workflow against your use-cases.
Always-on defence

See PassAI-Guard triage live alerts

Request a demo and Passeca will walk you through the triage, enrichment and response workflow — including exactly where the AI acts and where a human decides.

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Related

Platforms hubAll four Passeca platformsPassIRPThe SIEM PassAI-Guard sits onPasseca DeceptionHigh-confidence triggers for automated responseSignalsThreat intel into the enrichment stepSOC-as-a-ServicePassAI-Guard in operation, 24/7MDRManaged detection and responseRequest a demoSee the triage workflow live