Transforming India's Largest Placement Drive
Overview
IIM Lucknow faced a challenge in creating efficient timetables after the finalization of course registrations. With students enrolling in multiple overlapping courses and limited faculty availability, managing clashes became increasingly difficult. The existing manual scheduling process led to inefficiencies, including scheduling conflicts between popular courses and dissatisfaction among students.
To solve these issues, the IIM Lucknow implemented an automated scheduling system that leveraged final course registration data and utilized advanced optimization techniques builtin the Registro Timetable Scheduling platform. Registro empowered administrators and students to view potential clashes, minimized conflicts by shuffling students between course sections, and optimized scheduling to reduce clashes overall.
This case study describes the problem, solution approach, implementation process, and the outcomes achieved with the new automated timetable scheduling system.
The Problem
As the student body grew and course offerings expanded, the school encountered several scheduling challenges:
- Course Enrolment Conflicts:
With multiple courses being offered, students often registered for overlapping classes, leading to clashes. - Lack of Visibility on Clashes:
Administrators and students had limited tools to identify conflicts early, and addressing these conflicts manually became cumbersome. - Section Management Difficulties:
Some courses were offered across multiple sections. However, students were not easily shuffled between sections to reduce conflicts, leading to overbooking in certain sections and under-utilization in others. - Inefficient Timetable Allocation:
The manual scheduling process struggled to account for all constraints—such as minimizing student clashes while balancing classroom utilization and faculty preferences—leading to frustration among students and faculty.
Objectives
The primary goals of the new system were:
- Clash Visibility: Empower students and administrators to view potential clashes in advance.
- Conflict Reduction: Minimize student course clashes by shuffling students between sections.
- Advanced Optimization: Use optimization techniques to balance constraints such as faculty schedules, classroom availability, and course enrolments.
- Improved Student Experience: Ensure students could enrol in desired courses with minimal disruptions to their schedules.
Solution: Automated Timetable Scheduling System
The business school implemented an automated timetable scheduling solution that utilized final course registration data and integrated advanced optimization methods to reduce overall clashes. The system had the following key components:
1. Integration with Final Registration Data
The system was integrated with the school’s course registration platform to import real-time student enrolment data. This provided administrators with an accurate view of which students were enrolled in which courses, enabling dynamic conflict detection.
2. Clash Detection and Viewing
Students and administrators could view potential clashes using a visual dashboard.
- Color-coded conflict indicators highlighted overlapping courses.
- The dashboard allowed students to review their schedules and request changes.
- Administrators could see clash patterns across the entire student body, helping them make informed decisions.
3. Shuffling Students Between Sections
The system automatically analyzed enrolments for courses with multiple sections and suggested shuffling students to reduce conflicts.
- Example: If a student registered for two clashing courses but one course had multiple sections, the system could automatically reassign the student to a different section to avoid the conflict.
- The reassignments considered classroom capacities and faculty preferences to ensure smooth operations.
4. Advanced Optimization Engine
The system utilized constraint-based optimization algorithms to generate the best possible timetable, balancing several factors:
- Minimizing Student Clashes: The primary objective was to minimize overlaps between students' registered courses.
- Optimal Use of Classrooms: Assigning courses to rooms based on size and availability.
- Faculty Preferences: Respecting instructors’ preferred teaching schedules.
- Balancing Course Loads Across Time Slots: Avoiding congestion by evenly distributing courses across the day.
The optimization engine used techniques such as integer programming and greedy algorithms to explore multiple scheduling scenarios and suggest the most efficient timetable.
Implementation Process
Phase 1: Data Collection and System Setup
- The team integrated the new scheduling software with the school’s student registration platform.
- Administrators imported final course registration data to create a baseline schedule.
Phase 2: Testing and Clash Detection
- Test schedules were generated to identify common clashes, and the results were reviewed by faculty and administrators.
- The system’s shuffling mechanism was validated to ensure students were reassigned without causing overloading issues in any section.
Phase 3: Training and User Adoption
- Administrators were trained on how to use the dashboard to identify and resolve clashes.
- Students were given access to the system’s visual interface to view their schedules and identify any conflicts.
Phase 4: Rollout and Fine-tuning
- The new scheduling system was launched at the start of the academic term.
- As students finalized their registrations, the system automatically adjusted the timetable to accommodate changes, with minimal disruptions.
Results
The automated scheduling system brought several tangible benefits:
1. Significant Reduction in Student Clashes
- Over 90% of clashes were resolved automatically through the shuffling of students between course sections.
- The number of students reporting conflicts decreased by 60%, improving the overall student experience.
2. Improved Scheduling Efficiency
- The time required to finalize the timetable was reduced by 50%, as the system handled most of the conflict resolution and section assignments.
3. Better Use of Classrooms and Resources
- Courses were assigned to classrooms more efficiently, with classroom utilization improving by 20%.
4. Higher Faculty and Student Satisfaction
- Faculty schedules were respected, with most instructors receiving their preferred time slots.
- Students appreciated the transparency of the new system, which allowed them to view and resolve clashes proactively.
5. Flexibility for Late Changes
- The system’s dynamic adjustment capability enabled smooth handling of last-minute changes in course enrolments, with minimal disruptions to the overall timetable.

Explore More Case Studies

XLRI Jamshedpur
XLRI Recommends EDTEX Skynet for Successful Placement Automation
Successful Automation of Day Placement Process
Team EDTEX successfully automated the Day Placement Process at XLRI, which includes efficient scheduling and real-time student tracking. This automation has streamlined our placement activities, making the process more organized and manageable for all involved parties.
Innovative Virtual Placement Solutions During the Pandemic
During the challenging times of the pandemic, Team EDTEX displayed remarkable innovation by developing a Virtual Placements Automation Software. This solution provided dedicated interfaces for both students and companies, ensuring that the placement process could continue smoothly despite the constraints of physical distancing.
Using the Skynet Virtual Placement solution, XLRI conducted its Summer Internship Process (SIP) entirely virtually. The platform's robust features and seamless integration ensured that the virtual placements were conducted without any disruptions, maintaining the high standards of our placement activities.
Comprehensive Support and Satisfaction
We are extremely satisfied with the support provided by the EDTEX team during the placement process. Their commitment to ensuring the smooth operation of Skynet and addressing any issues promptly was crucial in enabling a successful placement season.
All stakeholders involved in the placements process, including students, the Placement Committee, Institute Administration, and participating companies, have expressed their satisfaction with Skynet. The platform has proven to be an invaluable asset in facilitating virtual placements, ensuring a seamless and efficient experience for everyone.
Conclusion
In conclusion, the implementation of Skynet at XLRI has been a tremendous success. The automation of our placement processes, coupled with the innovative virtual solutions provided during the pandemic, has significantly improved our ability to manage placements effectively.
We highly recommend EDTEX Skynet to other institutions seeking to enhance their placement processes through automation. The expertise and support provided by Team EDTEX have been instrumental in achieving our placement goals and ensuring a positive experience for all stakeholders involved.

OP Jindal Global University
OP JGU executes Real-Time Course Bidding Process by EDTEX for its Multi-Term, Multi-School, Multi-Programme Elective Course Bidding
OPJGU is one of the premier new generation Private University that digitized the Course Bidding process using time-based course selection window for more than 5000 students in a single registration window with the Registro platform in 2020.
This innovation has reduced manual effort by more than 97% for both the IT office allowed implementing:
- Implementation of programmes specific credit policies
- Supporting Multi Term Bidding Involving Multiple Elective Bidding Rounds
- and Reduced the overall student queries by 99% during course registration process
- Students have complete visibility into the course allocation process
EDTEX team worked with the IT Office and programme Offices to help design and setup a process for the best practices of the elective course bidding process. EDTEX team handheld the support, customized the bidding system to hand and onboarding process to the course bidding system.
This innovation has reduced manual effort by more than 97% for both the Programme Offices and students and allowed implementing programme specific credit policies
The implementation of the Registro platform has markedly enhanced overall resource utilization at the institute, allowing for better planning to accommodate the increasing student intake. The course bidding process has consistently received high student satisfaction ratings of over 4.5 out of 5.0. To date, Registro has supported the first Multi Term Elective Bidding cycles, involving over 30,000students and 5,000 electives cumulatively since the first implementation in the year 2020.
Streamlined Elective Course Bidding Process
Coursebidding at OP Jindal Global University is a complex operation involving thousands of students from the 10+ School and 45+ Programmes. The Registro CourseBidding Software, developed by EDTEX, has been instrumental in handling the intricate scenarios associated with the multiple school course bidding process that involved seat sharing and concentration/ specialization implementation.
Since its implementation in 2020, students and administrators have reported a vastly improved bidding experience. The software efficiently manages a high volume of bids, ensuring a fair and smooth process that meets the diverse needs of the student body.
Comprehensive Support Systems from EDTEX
EDTEX provides dedicated support systems for the easy onboarding of students and MBA Programme Office staff:
- User Power-Guides: Available in both video and document formats.
- LIVE Workshops: Guidance for both the Programme Office and the students.
- Consultation: Assistance from the EDTEX team for Programme policy adaptation and best practices for elective course bidding registration.
- LIVE Chat Support: Available during the elective course bidding process.
- Data Preparation and Upload Support: Assistance during data preparation and upload stages.
Conclusion
The adoption of EDTEX Registro Course Bidding Software by OP Jindal Global University in 2020 marked a significant milestone in the institute's journey towards digital transformation. This innovation has streamlined the course bidding process, significantly reducing manual effort and improving the overall experience for both students and administrators.

ISB Hyderabad
ISB Hyderabad & Mohali overhauled its Legacy Placements Platform with Skynet Tailored to its unique Placement Process
ISB Hyderabad & Mohali has successfully implemented a tailored Placement Process Automation system using the Skynet platform, developed by EDTEX. This strategic move in 2023 has significantly streamlined their placement activities, enhancing efficiency and ensuring a seamless experience for both students and recruiters.
Customized Placement Process Automation
Recognizing the unique needs of ISB Hyderabad & Mohali placement process, the Skynet platform was customized to fit the specific requirements of the institute. The platform automates various aspects of the placement process, from managing
1. Student Master profile creation
2. Student profile data validation,
3. Student e-profile book
4. Automatic CV generation in the institute format
5. PPT event Management with Notifications
6. PPT Attendance tracking
7. Applications Management
8. Shortlisting Management
9. Offer Management (dream offer workflows)
10. Scheduling interviews
11. Students
12. 50 plus Custom Reports and Analytics Dashboards
13. Custom User Access (functional control management)
14. Dedicated single tenet EDTEX cloud for optimal performance
15. Recruiter Registration Portal
16. Invoicing Workflows
17. Query management system
Key Features of the Skynet Platform
- Comprehensive Student Profile Management: Skynet enables students to create detailed profiles, including academic records, extracurricular achievements, and work experiences. This information is easily accessible to recruiters, allowing them to shortlist candidates efficiently.
- Automated Application Tracking: The platform automates the tracking of student applications for different job roles. Students can apply for positions through a centralized system, which keeps track of all their applications and updates them on the status in real-time.
- Interview Scheduling: Skynet facilitates the scheduling of interviews by coordinating between students and recruiters. The system ensures that interview slots are allocated fairly and that there are no conflicts, providing a smooth scheduling experience.
- Recruiter Management: Skynet platform includes robust tools for managing recruiter information and communication. Recruiters can access the system to post job openings, view student profiles, and manage their recruitment schedules.
- Data Analytics and Reporting: Skynet provides powerful analytics and reporting features, allowing the placement office to generate detailed reports on placement activities. These insights help in evaluating the success of the placement process and identifying areas for improvement.
Benefits of the Skynet Platform
- Increased Efficiency: By automating routine tasks, the Skynet platform reduces the workload on the placement office staff, allowing them to focus on more strategic activities.
- Enhanced Accuracy: Automation minimizes the risk of errors in data handling and scheduling, ensuring a more reliable and accurate placement process.
- Improved Transparency: The platform offers real-time updates and transparent processes, fostering trust among students and recruiters.
- User-Friendly Interface: Both students and recruiters benefit from an intuitive interface that simplifies the placement process and enhances user experience.
Exceptional Support from EDTEX
Throughout the implementation and operational phases, the EDTEX team provided exceptional support to ISB Hyderabad. Their expertise in developing tailored software solutions ensured that the Skynet platform was perfectly aligned with the institute's specific needs. The team's responsiveness and commitment to addressing any issues promptly played a crucial role in the successful deployment of the system.
Conclusion
The implementation of the Skynet Placement Process Automation system at ISB Hyderabad represents a significant advancement in the institute's placement activities. By customizing the platform to meet their unique requirements, ISB Hyderabad has enhanced the efficiency, accuracy, and transparency of their placement process. The collaboration with EDTEX has proven to be highly beneficial, providing a robust and user-friendly solution that meets the high standards of the institution.
This tailored automation system not only streamlines the placement process but also ensures a seamless experience for all stakeholders involved, positioning ISB Hyderabad as a leader in innovative educational solutions.







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