Safety & Guardrails

How Orbeex keeps AI-driven GIS operations safe and reversible.

Safety & Guardrails

GIS is a domain where one wrong transform can be costly. Orbeex makes AI actions reviewable, reversible, and auditable by design.

Risk tiers

Tier	Behavior	Examples
Safe (read-only)	Auto-execute; undo available	Zoom, query, summarize
Additive	Show plan; one-click confirm	Add layer; new derived layer
Destructive	Mandatory review + dry-run + backup	Overwrite file; delete features

Hard limits

• Max operation-graph depth
• Max affected features per auto-run
• Max LLM spend per session (cost governor, hard stop)
• No file overwrites without explicit confirmation
• Every autonomous action logged with a full reasoning trace

Sovereignty

Raw data never leaves your machine unless you opt in. See LLM Providers.