Transparent development status

Next LAIA expansion stage with unified customer, environment and installation identities and clearly defined external interfaces.

Key points

• Persistent CUSTOMER_ID, ENVIRONMENT_ID and INSTALLATION_ID
• Simplified Ubuntu installation workflow
• Installation-specific registration and machine credential
• Status flow through clearly separated, versioned interfaces
• Still no automatic update installation

Known limitations / scope

• Production LAIA application code remains on RC12 until explicit approval.

RC12 consolidates the modular AD and event importers, hardens import and local knowledge handling, and expands classification and reporting.

Key points

• CSV-based AD Object Importer with OU structures and readable OU permissions
• Separate domain controller Event Collector
• Login/event correlation for user activity
• Interactive account-type rule generator
• Controlled local knowledge import
• JasperReports release gate for PDF, DOCX, XLSX, HTML and ODT

Known limitations / scope

• Further AI/RAG, risk and operations architectures are partially still in implementation.
• PKI/AD CS, DNS, DHCP and IPAM are future analysis areas.

Stabilisation of data collection and simplification of local knowledge import.

Key points

• AD Object Importer moved to CSV transport
• PowerShell 5.1 support
• Web generator for AD and event collector calls
• Local knowledge import with validation and approval step
• Account-type detection rules