Schedule

The challenge:

Manual scheduling causes endless student, instructor, and room conflicts that take weeks to resolve.

The solution:

• Automated conflict detection across students, instructors, rooms, and resources
• Multi-campus optimization with travel time calculations
• 338+ constraint handling – institutional rules, faculty preferences, room requirements
• Real-time validation – catch issues before publishing

Results:

Schedules that used to take weeks now take hours, with 95%+ conflict-free from day one. 

The challenge:

Students face multiple exams on the same day, faculty complain about unfair proctoring loads, and exam conflicts delay graduations.

The solution:

• Student conflict prevention: no exam overlaps based on actual enrollment
• Max 2 exams per day rule automatically enforced
• Fair invigilation assignment: 6-level fairness algorithm balances workload
• Multi-session exam support to handle large cohorts across multiple rooms/times

Results:

Students succeed, faculty trust the process, and administration eliminates manual proctoring assignment. 

The challenge:

Double-bookings, no visibility into space availability, and disconnected systems for academic vs. non-academic events.

The solution:

• Centralized room reservation with approval workflows
• Academic + non-academic events in one system
• Interactive campus maps with room finder
• Space utilization optimization to identify underused spaces
• Event management: make-up classes, club activities, conferences

Results:

Every campus space visible, bookable, and optimized. No more double-bookings or wasted capacity. 

The challenge:

Leadership makes space and staffing decisions with outdated data or gut feelings, with no way to prove ROI.

The solution:

• Live executive dashboards to visualize utilization in real-time
• Classroom occupancy tracking: see actual usage vs. Capacity
• Faculty workload analytics for a fair distribution reporting
• 50+ pre-built reports: by department, program, room, or staff
• Metabase integration with advanced custom visualizations

Results:

Data-driven decisions replace guesswork: prove ROI, optimize investments, and identify bottlenecks before they impact students. 

The problem:

Manual scheduling can't optimize across thousands of constraints simultaneously. You end up with conflicts, underutilized spaces, and unfair workloads.  

The solution:

Constructor Schedule uses genetic algorithms to explore thousands of scheduling scenarios and finds the optimal solution based on YOUR priorities:

✅ Minimize student travel between classes  

✅ Maximize classroom utilization    

✅ Balance faculty workloads fairly  

✅ Generate multiple scenarios for comparison  

✅ Adapt to last-minute changes without breaking everything  

Result: Perfect schedules in hours, not weeks 

Save on Investment: Make smarter decisions to avoid unnecessary investments.

• Reduce Fixed Costs: Minimize overhead expenses through efficient resource allocation.
   
• Optimize Variable Staff Costs: Balance the fulltime - parttime teaching staff workloads to avoid unnecessary expenses.
   
• Efficient Utilities Management: Control utility expenses through better capacity utilization.

• Time savings: 90%+ reduction. Registrar teams can focus on strategic initiatives, not manual spreadsheet entry. Average savings: 160+ admin hours per semester.
   
• Space optimization: 15-30% improvement. Find hidden capacity in existing classrooms Defer or eliminate $5M+ building expansion.
   
• Faculty satisfaction: Zero workload complaints. Transparent, fair distribution eliminates grievances. Reduce turnover and improve teaching quality.
   
• Student success: Faster graduation. Conflict-free schedules mean no delayed degree completion. Higher satisfaction scores, lower support burden.
   
• Data-driven decisions: Real-time ROI. Optimize every investment with actual utilization data. Prove impact to board and stakeholders.

Pre-built integrations for:  

• SIS: Banner, PeopleSoft, Ellucian, and others  
• LMS: Canvas, Moodle, Blackboard, and others  
• ERP: SAP, Oracle, and others  
• Identity: LDAP, SAML 2.0, OAuth, Active Directory  

✅ 30-day integration guarantee - We handle the technical work  

✅ Bidirectional sync - Data flows automatically both ways  

✅ REST API + SOAP web services for custom integrations  

✅ Excel import/export for flexible data management  

Security & compliance:  

GDPR compliant | SSO & 2FA | Full audit trails | Role-based access