# AI governance & trust

Use the ai governance & trust workspace to review its saved runs, context and available actions.

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

## Features

- Input and context selection
- Saved result review
- Available history and comparisons
- Human review

## Access and setup

Intended access: Assigned account with the required permissions
- A school account with the permissions shown below.
- Choose the relevant school, academic session or child before working.

Permission keys: hostel:view, health:manage, dashboard:view, student:manage, settings:update

## Workflow

1. Review the input context and provider/data state.
2. Run or open the relevant saved result.
3. Inspect the available evidence and comparison.
4. Review the outcome before acting on it.

## Fields and controls

- visitorLogId (string, optional)
- studentId (string, optional)
- vehicleId (string, optional)
- days (number, optional)
- requestId (string, declared required)
- decision (string, declared required)
- note (string, optional)
- correctedText (string, optional)
- biometricEnabled (boolean, optional)
- faceMatchEnabled (boolean, optional)
- biometricRetentionDays (number, optional)
- parentOptOutDefault (boolean, optional)
- consentRequiredFeatures (string[], optional)

## Current limits

- The current provider can return sample output. Configured credentials do not prove a verified provider, live GPS feed or reliable prediction.

## Actual application access

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

## API reference

- POST /api/v1/ai-features/campus-safety — Campus Safety; hostel:view
- GET /api/v1/ai-features/wellbeing-radar — Wellbeing Radar; health:manage
- GET /api/v1/ai-features/ai-audit — Ai Audit; dashboard:view
- POST /api/v1/ai-features/ai-audit/feedback — Ai Audit Feedback; dashboard:view
- GET /api/v1/ai-features/fairness-monitor — Fairness Monitor; student:manage
- GET /api/v1/ai-features/data-minimization — Get Data Minimization; dashboard:view
- PATCH /api/v1/ai-features/data-minimization — Update Data Minimization; settings: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.

Source inventory checked on 11 October 2026. This source inventory is not a certification of every external provider or device flow.