# Auto Report Card Remarks

Auto Report Card Remarks is an available tool in the School AI Tools workspace (Existing). Review the required context and the returned output before using it.

Category: Intelligence
Guide: https://avkul.in/docs/guides/ai-remarks/
Guided sample demo: https://avkul.in/docs/demo/ai-remarks/
Snapshot: 11 October 2026

## Features

- Tool-specific input
- Available result review
- Provider-dependent output
- Human review

## Access and setup

Intended access: Assigned account with the required permissions
- An authorised school account and the permissions for this tool.
- A valid learner, staff, section or topic reference where the tool asks for one.

Permission keys: exam:update

## Workflow

1. Open School AI Tools and select “Auto Report Card Remarks”.
2. Enter the available student id fields.
3. Run the tool and check the provider/sample-output banner.
4. Inspect the result and confirm important details against school records.

## Fields and controls

- Student Id

## Current limits

- The documentation demo uses deterministic fictional sample output, not a live AI provider.
- Provider configuration, image/voice inputs and live integrations require separate verification. Human review remains necessary.

## Actual application access

- https://avkul.in/en/school/ai-tools

## API reference

- POST /api/v1/ai-features/remarks — Generate Remark; exam:update

## Demo access

No login is required for the guided sample demo. Its fictional records and actions stay in this browser tab; they do not modify ERP records or send messages/payments. An assigned account is required for the actual ERP links.

Individual tool checked in current source. This source inventory is not a certification of every external provider or device flow.