Pilot Launching ยท April 2026

Attendance that marks itself.

Pratyak uses AI face recognition to automatically mark attendance for every scheduled class โ€” in under 10 seconds. No roll calls. No proxy. No paperwork.

University faculty member using Pratyak attendance systemUniversity faculty member using Pratyak attendance systemUniversity faculty member using Pratyak attendance system
+2k

Trusted by faculty across India

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Pilot University Campuses

0.0%

Face Recognition Accuracy

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Average Marking Time

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Attendance Marked In

Built For Education

Pratyak is for every institutionthat teaches.

Whether you run a university with 50,000 students or a coaching centre with 5 batches โ€” Pratyak optimises and automates your entire class attendance process.

Universities

Manage attendance across multiple departments, faculties, and thousands of students with zero manual effort.

Colleges

Automate daily attendance for every batch and course โ€” fully synced with your existing academic system.

Schools

From morning assembly to every period โ€” Pratyak keeps attendance accurate, instant, and effortless.

Coaching Centres

Track student presence across batches and subjects without any manual registers or roll calls.

Training Centres

Optimise session attendance for corporate or skill-development programmes with real-time data.

One platform. Every institution.

Pratyak integrates with your academic system, adapts to your schedule, and automates attendance โ€” so your faculty can focus on teaching, not tracking.

Every feature built for Indian campuses

Modern university lecture hall with ceiling mounted cameras, bright clean classroom with rows of seats and good lighting

Scheduled AI Camera Capture

Cameras trigger automatically at class start time. AI scans the room, identifies faces against the enrolled student database, and logs attendance โ€” no human intervention needed.

Auto-triggerMulti-cameraRTSP/IP Cam

98.7% Recognition Accuracy

Trained on diverse Indian faces. Works in varied lighting, with glasses, masks, and partial occlusion.

Model accuracy over training cycles

Real-Time Notifications

Instant alerts to students, faculty, and admin via app, SMS, and email the moment attendance is marked.

Student:You were marked present in CS-301
Faculty:38/40 students present in CS-301
Admin:Low attendance alert: Sneha Iyer

Multi-Period Analytics

Weekly, monthly, semester, and annual attendance reports. Drill down by student, class, department, or campus.

M
T
W
T
F
S
S

Weekly attendance ยท Dept: Computer Science

70% Compliance Tracking

Auto-flags students below the 70% UGC threshold. Prevents exam registration blocks before it's too late.

Exam Eligibility73.4%
0%70% min100%

Student & Faculty App

iOS and Android apps for students to view attendance history and for faculty to override or review.

iOS
Android

Native FretBox Integration

Part of India's #1 campus management solution. Attendance syncs instantly with hostel presence, gate entry, and campus activity data.

Live sync ยท 55+ campuses
Live Attendance Intelligence

Role-Based Attendance Dashboard

Pratyak delivers contextual attendance insights for every stakeholder โ€” from university-wide overviews to class-level detail.

240
Total Students
20
Critical (< 60%)
50
Threshold (60โ€“70%)
170
Good (> 70%)
MBAโ€” Management
YearCritical <60%Threshold 60โ€“70%Good >70%TotalCompliance
1st Year12 < 60%28 60โ€“70%80 > 70%120
90%
2nd Year8 < 60%22 60โ€“70%90 > 70%120
93%
Chart View โ€” Same Data

Role-Based Attendance โ€” Graphical View

The same attendance intelligence visualised as interactive charts โ€” compare this with the table view above to decide which format works best.

Management โ€” Year-wise Distribution

Students by attendance zone per year

Management โ€” Zone Breakdown

Overall student distribution across attendance zones

Critical <60%
20 (8%)
Threshold 60โ€“70%
50 (21%)
Good >70%
170 (71%)
Total Students
240

Cross-School Compliance Comparison

% of students with >70% attendance per school

System Architecture

How Pratyak Works โ€” End to End

From classroom camera to instant notification โ€” a fully automated pipeline that runs on your existing infrastructure.

CCTV Cameras
Existing classroom cameras

Continuous video feed from installed cameras in every classroom โ€” no new hardware required.

Step 1 of 5 โ€” CCTV Cameras
Schedule Match
School
Engineering
Course
B.Tech CSE
Batch
2022โ€“26
Year
3rd Year
Subject
Machine Learning
Teacher
Dr. Sharma
Match confirmed โ€” 34 / 40 students present
Real-time pipeline
Frame capture โ†’ attendance log in under 3 seconds
โœ“No new hardwareโœ“Cloud or on-premiseโœ“FretBox integratedโœ“Instant alerts

From bell to report in under 10 seconds

01

Camera Triggers at Class Time

The moment a scheduled class begins, Pratyak automatically activates the classroom camera. No teacher input required.

Syncs with FretBox schedule
02

AI Identifies Every Student

Our face recognition model scans the room, cross-references the enrolled student database, and marks each student present or absent in seconds.

98.7% accuracy ยท < 10 seconds
03

Everyone Gets Notified Instantly

Students receive a confirmation, faculty get a class summary, and admins are alerted to any students at risk of falling below the 70% threshold.

SMS ยท App ยท Email
04

Data Flows Into Your Reports

Attendance data syncs automatically into FretBox โ€” populating weekly summaries, semester reports, and exam eligibility lists.

Zero manual data entry

See Pratyak live on your campus.

Book a 30-minute live demo โ€” we'll run a real attendance session with your faculty and answer every technical question. Pilot goes live within 72 hours.

No commitment ยท 30-Day Pilot: 2 classrooms @ โ‚น5,000 ยท Dedicated onboarding support