Classify AI
A role-based campus management platform connecting attendance, academics, communication and student support workflows into one secure desktop and mobile-ready system.
Classify AI is released as a Windows desktop app, with an Android APK testing build available for real-device validation. This official website is the public product information, documentation, release notes and download portal.
Brand Story
Classify AI
Started with campus workflows
01Classify AI began from real attendance, dashboard and academic coordination problems.
Expanded into role-based workspaces
02Admin, Assistant, Teacher, Student and HOD flows became separate focused experiences.
Moved beyond web-only usage
03The platform evolved into a desktop-capable product with a Tauri Windows app release.
Direction: campus intelligence
04The long-term goal is to connect academic operations with AI-enabled support layers.
Windows Desktop App
Primary stable desktop release for institutions, professors and testing partners.
Android APK
Android APK testing build is installed and running on a real phone for mobile validation.
Official Download Portal
The official website is used for product information, documentation, release notes and downloads.
Institution-ready direction
Classify AI is being positioned for controlled institutional testing, not as a public web app.
Release
Classify AI v2.4 Release
Classify AI v2.4 marks the move toward a desktop-first and mobile-ready release. The platform is now available as a Windows desktop application, with an Android APK testing build installed and running on a real device.
What's new in v2.4
The official website now acts as the public download and information portal for institutions, professors and testing partners. Classify AI should not be presented as a public web app for end users.
Features
One connected academic operating system
Classify AI brings campus workflows into role-based dashboards instead of scattered tools and manual coordination.
Smart Attendance
QR/token based attendance with face verification, online/offline modes, finalization and edit logs.
Face Verification
Student face setup and login verification help protect attendance-sensitive workflows.
Campus Chat
Real-time campus communication with direct chats, groups, attachments, reactions and read receipts.
Role-Based Dashboards
Focused workspaces for Admin, Assistant, Teacher, Student and HOD roles.
HOD Command Center
Timetable control, department pulse, defaulter radar, subject trends and teacher/resource activity views.
Assignments & Resources
Assignments, grading, feedback, AI content analysis, resource summaries and AI predictor workflows.
Timetable
Semester and section-wise timetable with breaks, lunch, custom periods and conflict detection.
AI Study Tools
Study planner, AI summaries, predictor workflows and future Classify Nexus direction.
Architecture
Built for desktop release, mobile testing and official portal distribution
A simple layered architecture keeps the product understandable while leaving room for institution-level deployment, production hardening and AI workflows.
Client Apps
Official website portal, Windows desktop app through Tauri and Android APK testing build for mobile validation.
Backend APIs
Role-based application APIs power attendance, assignments, resources, announcements, events, chat, logs and user management.
PostgreSQL Database
Neon PostgreSQL stores campus, users, academic data, attendance records, support cases and activity logs.
Realtime Layer
Pusher-backed communication supports campus chat and realtime activity behavior.
AI & Analytics
face-api.js, AI study tools, resource summaries, HOD insights and risk/support intelligence workflows.
Ecosystem
Role-based by design
Every user type gets a focused workspace, making the system useful for real campus workflows instead of a one-size-fits-all dashboard.
Admin
Platform-level role that creates campuses, creates Assistant accounts and can view campus-level structure.
Assistant / Campus Admin
Completes campus setup, manages users, events, announcements, logs, premium plans and campus operations.
Teacher
Runs attendance, manages classes, assignments, resources, grading, announcements and academic communication.
Student
Uses attendance scan, stats, assignments, resources, timetable, chat, study planner and responsible attendance awareness tools.
HOD
Teacher with HOD capability, including HOD Command Center, timetable control and department intelligence views.
Classify AI v2.4
Download the desktop release and mobile testing build
Classify AI is available as a Windows Desktop v2.4 release, with an Android APK testing build installed and running on a real phone. The official website serves as the product information, documentation, release notes and download portal.