
Is It Safe to Let AI Agents Act in Production Systems?
Only when production is separated, every write is reversible or gated by a named person, and the environment enforces the gate. Check which you enforce.
Research topic
Research on environment separation: AI agent security, tokenization and checks for sensitive data access before allowing enterprise workflows to run.

Only when production is separated, every write is reversible or gated by a named person, and the environment enforces the gate. Check which you enforce.

Treating delete as privileged: removed from default rights, held for a named person's approval, backed by recoverable storage. Check if delete is in reach.