---
title: "AI Interview Report Card"
description: "Everything you need to evaluate an interview, in one place"
canonical_url: https://senseloaf.guides.markdrop.in/agents-output/ai-interview-report-card
last_updated: 2026-11-01
site: "Senseloaf"
index: https://senseloaf.guides.markdrop.in/llms.txt
---

# AI Interview Report Card

The AI Interview Report Card evaluates how a candidate performs in a structured, role-aware interview conducted by the AI Interview Agent. It combines performance signals, behavioural insights, and integrity indicators to give you a complete view of interview readiness and role fit.

### What's included

* **Interview summary** — an overview of overall performance, strengths, and areas of concern
* **Competency evaluation** — role-specific skills assessed from interview responses
* **Behavioural signals** — communication clarity, relevance, and professionalism
* **Integrity indicators** — guardrail and proctoring signals surfaced during the interview
* **Communication trail** — interview invites, reminders, and completion notifications

### 1. Layout

The AI Interview Report Card is organised into two complementary panels that work together — evaluation on the left, evidence on the right.

![AI Interview Report Card](https://senseloaf.guides.markdrop.in/docs-assets/import/agents-output/ai-interview-report-card/ai-interview-report-card.png "AI Interview Report Card")

* **Left panel — Interview evaluation:** core insights including summary, competency assessment, behavioural signals, and integrity indicators
* **Right panel — Interview responses and transcript:** a structured view of the candidate's answers, question flow, and full conversation transcript

This layout lets you assess how a candidate performed while validating those conclusions against exactly what they said — side by side.

### 2. Interview evaluation

**a. Interview summary**

![Interview Summary](https://senseloaf.guides.markdrop.in/docs-assets/import/agents-output/ai-interview-report-card/interview-summary.png "Interview Summary")

A concise view of overall performance, highlighting readiness, strengths, and areas of concern. Use this as your starting point — it helps you quickly decide whether to proceed or review the deeper insights before making a call.

**b. Proctoring Details**

![Proctoring Details](https://senseloaf.guides.markdrop.in/docs-assets/import/agents-output/ai-interview-report-card/proctoring-details.png "Proctoring Details")

Surfaces guardrail and proctoring signals such as inappropriate language, evasive behaviour, or potential integrity risks. These are not automatic disqualifiers — use them alongside the full transcript to interpret interview outcomes fairly and in context.

**c. Competency evaluation**

![Competency evaluation](https://senseloaf.guides.markdrop.in/docs-assets/import/agents-output/ai-interview-report-card/competency-evaluation.png "Competency evaluation")

Assesses role-specific skills demonstrated in responses, including problem-solving, decision-making, and practical knowledge. Ensures candidates meet the functional expectations of the role based on what they actually said in the interview, not just what's on their resume.

**d. Behavioural signals**

![Communication Profile](https://senseloaf.guides.markdrop.in/docs-assets/import/agents-output/ai-interview-report-card/communication-profile.png "Communication Profile")

Evaluates communication clarity, relevance, and professionalism during the interview. Helps you determine whether the candidate is a fit for the working environment and collaboration expectations of the role — beyond just their technical ability.