Problems

What will AGI do for Security Log Audit Deficits?

Security Operations Center teams at mid-to-large enterprises ingest terabytes of log data daily across cloud infrastructure, endpoints, and identity providers. This volume exceeds human review capacity by orders of magnitude. Analysts are forced to ignore raw logs and rely solely on pre-configured alerts, leaving vast quantities of security data entirely unaudited. When breaches occur, the evidence is often present in the logs but buried under millions of routine events.

The opportunity

What AGI will do for Security Log Audit Deficits

  • Autonomous Log Triaging for SOCs

    Business-as-Code

    Solves:

    Platform.do
  • Audit Reconstruction for Cloud Admins

    Business-as-Code

    Solves:

    Platform.do
  • Threat Extraction for Managed Security

    Business-as-Code

    Solves:

    Platform.do
  • Log Gap Mapping for DevSecOps

    Business-as-Code

    Solves:

    Platform.do

The work itself

Grounded Work Profile

Tools

  • Splunk Enterprise SecurityproblemCurrentSolutions
  • Microsoft SentinelproblemCurrentSolutions
  • IBM QRadarproblemCurrentSolutions
  • Elastic SecurityproblemCurrentSolutions
  • Datadog Cloud SIEMproblemCurrentSolutions

Measured by

  • Severity 4/5problemSeverityFrequency
  • continuousproblemSeverityFrequency

Value flow

How Security Log Audit Deficits connects

candidate solution for

  • Accordmodel
  • Controlanchormodel
  • Entropyforgemodel
  • Sentrydockmodel
  • Sievemodel
  • Trackmodel

entails

  • Alert Noise Suppressionmodel
  • Compliance Policy Verificationmodel
  • Lateral Movement Detectionmodel
  • Log Schema Normalizationmodel
  • Post Incident Forensicsmodel
  • Raw Log Analysismodel

serves

  • dispatchers, except police, fire, and ambulancemodel

used for

  • Datadog Cloud SIEMmodel
  • Elastic Securitymodel
  • IBM QRadarmodel
  • Microsoft Sentinelmodel
  • Splunk Enterprise Securitymodel

How AGI delivers it

Four ways AGI delivers

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do
  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do