Detailed answer
Key answer: A company should adopt LERA before an incident because the most valuable time to govern an action is while it can still be stopped, corrected, or escalated.
Core explanation
A company should adopt LERA before an incident because the most valuable time to govern an action is while it can still be stopped, corrected, or escalated.
After an AI incident, organizations usually ask:
- What went wrong?
- Who authorized the action?
- Why did no one stop it?
- Which rule was missing?
- Was the AI acting independently?
- Was the human approval meaningful?
- Who is legally and operationally responsible?
These questions are important, but after execution they become questions of investigation and damage control.
LERA moves them before the event.
It asks the organization to identify execution pathways before deployment:
- What actions can the AI trigger?
- Which actions create serious consequence?
- Where is the execution boundary?
- Who has authority at that point?
- Who accepts responsibility?
- Which rules must be satisfied?
- What must be blocked?
- What must be escalated?
Consider an AI Agent authorized to manage customer communications.
A serious incident may involve sending confidential information, accepting a contractual commitment, making an unauthorized promise, or communicating a legally sensitive statement.
After the message is sent, the company can apologize, investigate, or pursue the vendor. But the external consequence has already occurred.
With LERA, the action can be classified before sending. Sensitive content, contractual language, unusual recipients, financial commitments, or unclear authority can trigger blocking or escalation before execution.
This is the difference between reactive AI risk management and proactive execution governance.
LERA does not assume that every future error can be predicted.
Its strength is that it gives the organization a structured place to catch actions that are unreliable, unauthorized, unusually consequential, or outside established rules before they reach the world.
The cheapest AI incident is the one that never crosses the execution boundary.