# School AI tools

Use school ai tools in the school workspace. Use assisted writing, learning support and forecasts while reviewing the provider state and human decisions.

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

## Features

- AI configuration status; does not contact the provider or expose secrets
- Generate Remark
- Attendance Anomalies
- Fee Risk
- Generate Question Paper
- Discipline Risk

## 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: dashboard:view, exam:update, attendance:view, fee:view, exam:create, student:view, lms:view, timetable:view, inventory:view, communication:create, attendance:create, hostel:view, exam:view, student:manage, fee:manage, attendance:update, transport:view, health:manage, settings:update

## Workflow

1. Review the provider-status banner before requesting assistance.
2. Choose the school context, topic or forecast period.
3. Run the relevant tool and inspect its output and evidence.
4. Review or edit the result before using it with learners.

## Fields and controls

- AI readiness

## 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-tools

## API reference

- GET /api/v1/ai-features/provider-status — AI configuration status; does not contact the provider or expose secrets; dashboard:view
- POST /api/v1/ai-features/remarks — Generate Remark; exam:update
- GET /api/v1/ai-features/attendance-anomalies — Attendance Anomalies; attendance:view
- GET /api/v1/ai-features/fee-risk — Fee Risk; fee:view
- POST /api/v1/ai-features/question-paper — Generate Question Paper; exam:create
- GET /api/v1/ai-features/discipline-risk — Discipline Risk; student:view
- POST /api/v1/ai-features/parent-chat — Parent Chat; dashboard:view
- POST /api/v1/ai-features/study-buddy — Study Buddy; lms:view
- GET /api/v1/ai-features/career-counsel/:studentId — Career Counsel; student:view
- GET /api/v1/ai-features/timetable-suggest — Suggest Timetable; timetable:view
- GET /api/v1/ai-features/inventory-reorder — Inventory Reorder; inventory:view
- POST /api/v1/ai-features/notice-draft — Draft Notice; communication:create
- POST /api/v1/ai-features/alumni-match — Match Alumni; student:view
- POST /api/v1/ai-features/voice-attendance — Voice Attendance; attendance:create
- POST /api/v1/ai-features/visitor-verify — Verify Visitor Photo; hostel:view
- GET /api/v1/ai-features/dropout-risk — Dropout Risk; student:view
- GET /api/v1/ai-features/repeat-visitors — Repeat Visitors; hostel:view
- POST /api/v1/ai-features/face-match — Compare Faces; hostel:view
- POST /api/v1/ai-features/learning-path — Learning Path; lms:view
- POST /api/v1/ai-features/learning-gaps/scan — Run Learning Gap Scan; student:view
- POST /api/v1/ai-features/adaptive-exam — Adaptive Exam; exam:view
- GET /api/v1/ai-features/lesson-planner — List Lesson Plans; timetable:view
- POST /api/v1/ai-features/lesson-planner — Generate Lesson Plan; timetable:view
- GET /api/v1/ai-features/multilingual-explain — List Multilingual Explain; lms:view
- POST /api/v1/ai-features/multilingual-explain — Generate Multilingual Explain; lms:view
- GET /api/v1/ai-features/enrolment-forecast — List Enrolment Forecast; student:manage
- POST /api/v1/ai-features/enrolment-forecast — Run Enrolment Forecast; student:manage
- GET /api/v1/ai-features/cashflow-prediction — List Cashflow; fee:manage
- POST /api/v1/ai-features/cashflow-prediction — Run Cashflow; fee:manage
- GET /api/v1/ai-features/staff-workload — List Staff Workload; timetable:view, attendance:update
- POST /api/v1/ai-features/staff-workload — Run Staff Workload; timetable:view, attendance:update
- GET /api/v1/ai-features/transport-eta — List Transport Eta; transport:view
- POST /api/v1/ai-features/transport-eta — Run Transport Eta; transport:view
- GET /api/v1/ai-features/hostel-inventory-forecast — List Inventory Forecast; inventory:view
- POST /api/v1/ai-features/hostel-inventory-forecast — Run Inventory Forecast; inventory:view
- POST /api/v1/ai-features/parent-copilot — Parent Copilot; dashboard:view
- POST /api/v1/ai-features/voice-assistant — Voice Assistant; dashboard:view
- POST /api/v1/ai-features/progress-story — Progress Story; student:view
- POST /api/v1/ai-features/career-twin — Career Twin; student:view
- POST /api/v1/ai-features/alumni-opportunity — Alumni Opportunity; student:view
- 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
- POST /api/v1/ai-features/auto-grade — Auto Grade; exam:update
- POST /api/v1/ai-features/classroom-insights — Classroom Insights; attendance:view
- POST /api/v1/ai-features/substitution-brain — Substitution Brain; timetable:view
- POST /api/v1/ai-features/question-bank-intel — Question Bank Intel; exam:view
- POST /api/v1/ai-features/meeting-notes — Meeting Notes; communication:create
- GET /api/v1/ai-features/school-twin-benchmark — School Twin Benchmark; dashboard:view
- POST /api/v1/ai-features/policy-copilot — Policy Copilot; dashboard:view
- POST /api/v1/ai-features/accreditation-pack — Accreditation Pack; dashboard:view
- GET /api/v1/ai-features/branch-performance — Branch Performance; dashboard:view
- POST /api/v1/ai-features/whatsapp-parent-copilot/simulate — Simulate; dashboard: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.