LAIAWorkflow

How LAIA works

From read-only export to traceable results

The technical workflow remains transparent and controllable.

  1. 1

    Collect data read-only

    AD objects and selected domain controller events are collected using separate importers/collectors.

  2. 2

    Validate the import

    Structure, completeness, hashes and safe package paths are validated before data is accepted.

  3. 3

    Apply deterministic rules

    Technical checks are based on rules, requirements and available evidence.

  4. 4

    Generate findings

    Results are linked to the technical observation, affected objects, evidence and sources.

  5. 5

    Optionally use local knowledge and AI

    Local knowledge sources and AI can support explanations, summaries and drafts.

  6. 6

    Present results clearly

    Security score and data coverage are treated separately. Missing evidence is not interpreted as “secure”.

  7. 7

    Create reports and exports

    Technical and management-oriented outputs can be generated for review and documentation.

  8. 8

    Recheck with new data

    Later rechecks can show changes without silently overwriting historical results.