# Operational forecasts

Run and inspect the available operational forecast records.

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

## Features

- Forecast selection
- Latest run
- History and result

## 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: inventory:view

## Workflow

1. Select the available forecast and context.
2. Review provider and data readiness.
3. Run and compare the returned result with actual records.

## Fields and controls

Use the relevant context and operation-specific form in the workspace.

## 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/forecasts

## API reference

- POST /api/v1/ai-features/hostel-inventory-forecast/:id/draft-po — Draft Po From Forecast; inventory:view

## 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.