An AIVIA report is meant to explain performance, not merely score it. It gives hiring teams and candidates a structured account of what happened in the evaluation and what should be examined next.
That difference matters. A bare score may tell someone who performed well. It does not explain why.
What a report can include
| Report section | What it is for |
|---|---|
| Performance summary | Explains the overall result in plain language |
| Rubric dimensions | Shows where the candidate performed strongly or weakly |
| Strengths | Identifies the most convincing parts of the evaluation |
| Development areas | Flags gaps, risks, or areas that need more probing |
| Follow-up questions | Helps the next interview start at the right level |
This turns the report into a working document rather than a simple scorecard.
Why interviewers need more than a result
Interviewers need direction.
The strongest reports help them see:
- which strengths are worth validating
- which weaknesses still need probing
- where a candidate’s reasoning was especially convincing
- what the next conversation should focus on
That is why the follow-up questions matter. They help the next interview start at the right level instead of repeating the same generic screen.
Why the report matters to candidates
For candidates, the report can function as structured proof of skill. It gives them something more meaningful than a badge or a self-written description of ability.
When the report is strong, it can travel with them into future applications and make their strengths easier to understand.
Why this is more useful than a single score
The real value is context. A team can review whether a gap is minor or serious, whether a strength is central to the role, and whether the next interview should confirm or challenge the result.
That is why AIVIA reports are designed to support judgment rather than replace it. They make performance easier to interpret and easier to act on.