---
title: Understanding Your SANAD AI Summary?
description: Understanding Your SANAD AI Summary?
---
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# Understanding Your SANAD AI Summary?
### **Overview**
This article explains how to interpret each section of a SANAD AI Summary, what to do when a summary is brief or incomplete, and when to go beyond the summary to the full candidate profile.
### **Application Patterns**
Shows which roles the candidate has applied to within your account, how often, and across what time period. Use this to gauge the candidate's level of engagement with your organization.
### **Missed Steps**
Lists scheduled steps the candidate did not complete, such as an interview invitation not responded to, a questionnaire not submitted, or an assessment link that expired.
### **Evaluation Scores**
The aggregate evaluation form scores are assigned by your team across all roles in your account. Scores are shown as recorded; they are not re-weighted or normalized by SANAD.
### **Pipeline Outcomes**
Shows the stages where the candidate advanced, was screened out, or rejected, and at which stage each outcome occurred.
### **When the Summary Is Brief or Empty**
If a candidate has limited activity in your account, the summary will be short. This is not an error. In these cases, rely on the candidate’s CV and your direct evaluation.
| **📌 Note:** A brief summary is not a negative signal. It simply means less activity data was available. |
| --- |
### **Using the Summary Alongside the Full Profile**
SANAD AI Summary is a starting-point tool, not a replacement for a full profile review. Use it to:
- Quickly identify candidates worth a deeper review.
- Surface candidates with strong evaluation scores from previous roles.
- Identify candidates with a strong application and engagement history.
**Frequently Asked Questions**
**Can I edit a summary?**
No. Summaries are generated automatically and cannot be edited. Update the underlying records and regenerate.
**Are summaries stored permanently?**
Yes. Once generated, a summary is stored and visible until refreshed by new activity or manually regenerated.
**Does SANAD AI Summary work for externally imported candidates?**
The summary reflects activity recorded inside Talentera. The Talentera activity for imported candidates will appear.
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