# Enrolment & Capacity Forecast

Enrolment & Capacity Forecast is an available tool in the School AI Tools workspace (Predictive Ops). Review the required context and the returned output before using it.

Category: Intelligence
Guide: https://avkul.in/docs/guides/ai-enrolment-forecast/
Guided sample demo: https://avkul.in/docs/demo/ai-enrolment-forecast/
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: student:manage

## Workflow

1. Open School AI Tools and select “Enrolment & Capacity Forecast”.
2. Enter the available conversion pct, default section capacity, students per teacher, label 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

- Conversion Pct
- Default Section Capacity
- Students Per Teacher
- Label

## 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

- GET /api/v1/ai-features/enrolment-forecast — List Enrolment Forecast; student:manage
- GET /api/v1/ai-features/enrolment-forecast/latest — Latest Enrolment Forecast; student:manage
- GET /api/v1/ai-features/enrolment-forecast/compare — Compare Enrolment Forecast; student:manage
- POST /api/v1/ai-features/enrolment-forecast — Run Enrolment Forecast; student:manage
- GET /api/v1/ai-features/enrolment-forecast/:id — Get Enrolment Forecast; student:manage

## 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.