Recommendations and alerts

Lifecycle

• New has not been reviewed.
• Accepted has an agreed next action.
• Snoozed has a review date.
• Dismissed or completed requires a reason.

Validate a signal

1. 1

   Open source, period, and metric.

2. 2

   Check freshness and quality.

3. 3

   Assess impact and false-positive risk.

4. 4

   Assign an owner and record the outcome.

Outcome learning

Status and measured effect help evaluate rules and AI. Do not mark an item complete before checking the result.