Local-first
Analysis, data storage and AI assistance are designed to run locally in the customer environment.
Security & Privacy
Clear security boundaries instead of hidden automation
LAIA is designed for local-first operation, read-only data collection and traceable technical results.
Read-only
The AD Object Importer and Event Collector do not change Active Directory configuration.
No auto-remediation
LAIA does not independently execute generated PowerShell or remediation steps.
Binding principles
- No automatic update installation
- No secrets in GitHub or installation packages
- No GitHub credentials required at the customer
- Customer data is not used for training
- Administrative and security-relevant actions are logged traceably