SPATIAL MATRIX

Zero-Conflict Timetable Infrastructure

Zero-Conflict Timetable Infrastructure
for Modern Universities.

A native C++ solver and Google OR-Tools CP-SAT race on identical data, delivering solver-proven feasibility, campus-wide spatial optimization, zero cohort deadlocks, and faculty workload harmony — while Muse Spark turns messy files and plain English into typed constraints.

29 ms

University-Scale Solve

100%

Solver-Proven Feasibility

361

Stress-Tier Sections

+20%

Growth What-If

Wheeler Hall (Humanities)

1,810 Total Seats • 2 Auditoriums

100% Conflict Free

Soda Hall (Computer Science)

CS 61A & AI Research Labs

92% Peak Workload Fit

Haas Business Complex

2,000 Seats • MBA Case Rooms

100% Faculty Pref Match

DEMO TELEMETRYILLUSTRATIVE CAMPUS

Active Time Window Scrubber:10:00 – 11:30 Window

Campus Utilization

78.4% Peak

Students In Class

12,050 / 15,370

MASTER MATRIX

Interactive Campus Workspace

Live Campus Timetable Matrix & Spatial Heatmap

Illustrative demo campus — sign in for your institution's live model.

Active Scope:All Quads›All Buildings›Week 3›WED, 10:00

Heatmap Capacity Scale:

Vacant (<40%)

Moderate (40–75%)

High (75–90%)

Peak (>90%)

Faculty Blackout Block

Enterprise Matrix Table

Global 12-Building Academic Occupancy Matrix

Click any slot cell to inspect room cards in spatial grid

Quad & Academic Facility	08:30 – 10:00 Slot 1	10:00 – 11:30 Slot 2	11:30 – 13:00 Slot 3	13:00 – 14:00 Recess	14:00 – 15:30 Slot 5	16:00 – 17:30 Slot 6	18:00 – 21:00 Slot 7 Eve
Main Academic Campus Wheeler Hall (Humanities) 30 Rooms • 1,810 Seats	55%988/1810	80%1440/1810	67%1220/1810	0%0/1810	LOCKED	44%798/1810	30%543/1810
Main Academic Campus Evans Hall (Mathematics & Stats) 42 Rooms • 1,460 Seats	62%898/1460	90%1320/1460	81%1186/1460	0%0/1460	LOCKED	54%782/1460	32%467/1460
Main Academic Campus LeConte Physics Hall 21 Rooms • 1,260 Seats	51%646/1260	75%941/1260	61%768/1260	0%0/1260	LOCKED	40%498/1260	29%363/1260
Main Academic Campus Dwinelle Hall (Languages & SocSci) 52 Rooms • 1,785 Seats	64%1135/1785	94%1679/1785	84%1503/1785	0%0/1785	LOCKED	55%990/1785	33%587/1785
Main Academic Campus Soda Hall (CS & Electrical Eng) 22 Rooms • 1,150 Seats	56%645/1150	82%943/1150	71%816/1150	0%0/1150	LOCKED	47%536/1150	30%347/1150
Engineering & Applied Tech Quad Etcheverry Hall (Mech & Aero) 28 Rooms • 980 Seats	63%615/980	92%900/980	83%811/980	0%0/980	LOCKED	55%539/980	33%321/980
Engineering & Applied Tech Quad Cory Hall (Microelectronics) 20 Rooms • 660 Seats	63%413/660	92%608/660	83%545/660	0%0/660	LOCKED	55%360/660	33%217/660
Engineering & Applied Tech Quad Davis Hall (Civil & Environ Eng) 16 Rooms • 640 Seats	63%404/640	93%592/640	83%533/640	0%0/640	LOCKED	55%353/640	33%212/640
Business & Governance Quad Haas Business School Complex 26 Rooms • 2,000 Seats	57%1144/2000	83%1651/2000	71%1420/2000	0%0/2000	LOCKED	48%951/2000	32%647/2000
Business & Governance Quad Law & Governance Center 14 Rooms • 590 Seats	62%365/590	91%539/590	82%483/590	0%0/590	LOCKED	54%318/590	32%188/590
Health Sciences & Life Quad Stanley Hall (Bioengineering) 26 Rooms • 1,045 Seats	60%624/1045	88%924/1045	79%827/1045	0%0/1045	LOCKED	52%546/1045	31%320/1045
Health Sciences & Life Quad Valley Life Sciences Building 34 Rooms • 1,940 Seats	51%998/1940	75%1456/1940	63%1222/1940	0%0/1940	LOCKED	41%797/1940	28%551/1940

Live Campus Analytics & Load Telemetry

Real-time student load curves, multi-quad comparisons & faculty preference match radar

Campus Time-of-Day Traffic & Student Load Curve

Peak Window: 10:00–11:30

Faculty Schedule Preference Match Index

Preference-match index computed from the live faculty model after sign-in.

Highest Preference Match:100% Workload Compliance

Institutional Asset Intelligence

CAMPUS FACILITY & CLASSROOM MATRIX

Illustrative demo campus — the signed-in app uses your institution's rooms.

CODE: SODA-201

78.4% Occupancy

Soda Hall Computing Lab

Main Tech Quad

150 Workstation Seats

Dual 4K Laser Projection

10m Transit Buffer

Robotics & AI Ready

CODE: HAAS-AUD-A

89.2% Peak Load

Haas Executive Auditorium

Business Quad

300 Tiered Case Seats

Integrated Voting Pods

12m Transit Buffer

Distance Learning Hub

CODE: WHEEL-15

64.0% Optimal

Wheeler Humanities Lecture Center

Central Core

350 Seminar Seats

Acoustic Panels

8m Central Hub

Multi-Language AV

CODE: STAN-BIO-4

72.1% Occupancy

Stanley Bioengineering Research Lab

Health Sciences Quad

60 Wet Lab Stations

Fume Hood Lockouts

15m Safety Buffer

Specialized Storage

CODE: EVANS-301

94.0% High Load

Evans Math & Stats Seminar

Central Core

45 Collaborative Seats

Quad Smartboards

5m Central Core

Recorded Capture

CODE: LAW-COURT-1

68.5% Optimal

Law Moot Courtroom Facility

Governance Quad

120 Bench Seats

Audio Evidence Racks

10m Transit Buffer

Hybrid Streaming

PROOF ENGINE

Solver Proof Engine

4 Core Institutional Guarantees

Dual Proving Engines

OR-Tools CP-SAT and a native C++ solver race on identical data: 29 ms at university scale, and 3.3 s at the 361-section stress tier where CP-SAT exceeds its budget.

29 ms University Solve

4-Year Cohort Safety

Mathematical DAG traversal ensuring mandatory major courses never conflict. Students stay on a 4-year graduation track.

0 Deadlock Guarantee

Walking Transit Matrix

Enforces minimum 12-minute protected cross-quad walking buffers for both students and instructors.

≥12 Min Protected Buffer

Faculty Workload Harmony

100% credit compliance with soft preference matching for research blocks, childcare, and meditation windows.

100% Credit Compliance

ENTERPRISE ROI

Dynamic ROI Engine

Institutional Impact & Capacity Calculator

Adjust parameters below to calculate time savings and reclaimed administrative budget.

Campus Student Population:18,500 Students

Course Sections Per Term:650 Sections

Physical Academic Facilities:16 Buildings

Projected Institutional Gains

Illustrative projection — actual gains depend on your institution.

Scheduling Time

Weeks → seconds

Automated Resolution

Seat Capacity Gain

+18.4%

+2,760 Seats Unlocked

Conflict Reduction

100%

0 Student Overlaps

Budget Reclaimed

$385,000

Per Academic Year

"ScheduleSolve AI collapses the annual timetable cycle from weeks of registrar spreadsheets down to seconds — while eliminating student degree-completion deadlocks."

4-Year Degree Safety

Zero prerequisite sequence collisions

Central Quad Academic Complex

12 Buildings • 4 Quads • 361-Section Stress Tier

Demo 78.4% Load

0 Deadlocks

≥12m Walk Buffer

14:00 Blackout

Frequently Asked Questions

Traditional greedy algorithms hit deadlocks when handling 100+ room constraints. ScheduleSolve AI races two real proving engines on identical data — Google OR-Tools CP-SAT and a native C++ solver built for this problem class — and ranks them from their outputs alone. The LLM never touches the schedule; every placement is solver-proven.

Yes. ScheduleSolve AI features built-in bidirectional REST APIs and automated CSV export pipelines formatted specifically for Banner ERP, Workday Student, Oracle PeopleSoft, and Canvas LMS.

Hard constraints (room seating capacity, double-booking prevention, cross-quad transit buffers) are strictly enforced at 100% mathematical guarantee. Soft constraints (faculty preferred teaching times, research days) are maximized via multi-objective optimization.

The demo institution ingests in minutes. A real registrar catalog depends on the files you have: PDF catalogs, Word degree maps and Excel room sheets are extracted and autocleaned, then the completeness check names anything still missing before you solve.

Institutional Impact Model

CAMPUS ROI & TIME-SAVED CALCULATOR

Adjust your university scale to project annual operational efficiency gains.

Student Enrollment:18,500 Students

Physical Rooms & Labs:250 Rooms

Hours Saved

420 hrs

Cost Reduction

$185,000

Capacity Lift