Incident: Analyst-selected activity for investigation

Case
CASE-SEED
Generated
2026-09-26 11:10:17 UTC
Status
complete
Severity
MEDIUM
Grouping confidence
low (how strongly findings are linked, not whether an intrusion occurred)
Hosts
CLIENT2
Accounts
client2
Window
2025-01-07 08:23:26 -> 08:23:26 UTC (0s)
Telemetry
winlogbeat

This report was produced by an automated investigation. It presents evidence-backed findings for analyst review and does not authorise or perform any response action.

Verdict

Disposition
Abstain
Decided by
the model's concluding round
Engine
d1
Profile
operational-v6
Model
qwen3.5:9b
Evidence basis
2 of 2 cited event id(s) name events the investigation retrieved; 7 typed observation(s) checked against recorded telemetry; 0 claim(s) rejected by verification; 2 probe(s) run; 4 tool call(s) served, 0 refused.
Evidence gap
model-written “intent”
Supporting event ids
wlb-process-0005022 (retrieved), wlb-process-0004946 (retrieved)

This system does not compute a confidence score for its verdict. The evidence basis is a count of what was checked, not a measure of how likely the verdict is.

Investigation Tree

Reasoning Summary

Quoted text below is model output, reproduced verbatim. It is not verified fact: the checks applied to it cover the event ids it cites and any typed premises it declared, not what its sentences assert. Each cited id is marked by whether it names an event the investigation retrieved.

  1. model label insufficient verifier: accepted
    model wrote
    The child process of svcmon.exe (pid 7480) was observed, but its executed command line is identical to the parent and remains opaque. No data exfiltration or credential dumping is visible.
    Cited: wlb-process-0005022 (retrieved), wlb-process-0004946 (retrieved)

Executive Summary

This report covers CASE-SEED, correlating 1 detection finding(s) across 1 host(s) (CLIENT2) and 1 account(s) (client2) between 08:23:26 and 08:23:26 UTC on 2025-01-07. 7 statement(s) below are directly established by telemetry, 5 are evidence-supported inferences, and 0 are explicitly unverified hypotheses requiring analyst confirmation. This report does not authorise or perform any response action. All recommendations below require human review before action is taken.

Attack Timeline

TimeRuleSeverityUserHost / MovementATT&CKEvents
08:23:26ANALYST-SEEDMEDIUMclient2CLIENT2-wlb-process-0004946

Findings

Confirmed (FACT) (7)

Assessed (INFERENCE) (5)

Unconfirmed Hypotheses (0)

Recommended Next Steps

Investigative recommendations for a human analyst. No response action has been taken or is authorised by this report.

  1. Retrieve email gateway or web-proxy logs to establish the initial access vector.
    Rationale: No detection in this case targets initial access, so the delivery mechanism (e.g. a phishing attachment) is inferred from process lineage rather than confirmed from delivery telemetry.
    Based on: MITRE ATT&CK tactic coverage gap: Initial Access
  2. Escalate to a human analyst for validation before any remediation action is taken.
    Rationale: This system performs read-only investigation only. It has no capability to disable accounts, isolate hosts, or otherwise remediate, and this report is not authorisation to do so.
    Based on: system design constraint

Limitations & Scope

Investigation Trace

Agents run: investigator:seed, investigator:probe, investigator:probe, investigator:conclude; tool calls made: 4

Evidence Appendix

All 4 telemetry events underlying this report, chronologically.

Event IDTimeDeviceUserSummary
wlb-process-000481608:23:03CLIENT2client2winlogon.exe -> userinit.exe | C:\Windows\system32\userinit.exe
wlb-process-000481708:23:03CLIENT2client2userinit.exe -> explorer.exe | C:\Windows\Explorer.EXE
wlb-process-000494608:23:26CLIENT2client2explorer.exe -> svcmon.exe | "C:\Users\client2\AppData\Local\Temp\svcmon.exe"
wlb-process-000502208:23:31CLIENT2client2svcmon.exe -> svcmon.exe | "C:\Users\client2\AppData\Local\Temp\svcmon.exe"