Industry moves faster than course catalogs
By the time a robotics course clears approval, the systems it teaches may be two generations old. Employers notice.
Solutions / Education
Train the robot-ready
workforce.
Campuses run on logistics too. Magnus deploys delivery, cleaning, and logistics robots across campuses — integrated with campus systems, fueled by real datasets, and open to your students and researchers.
Vendor-neutral selection, campus-systems integration, structured pilots, remote operations, and end-to-end data services — plus curricula and certifications built around the same systems.
01 / The problem
The curriculum can’t lag the factory floor.
Labs are expensive to build — and to keep current
Robotics labs demand capital, space, and maintenance expertise most programs don’t have in-house.
Graduates without operational experience
Simulation isn’t a shift on a live fleet. Employers want candidates who have handled real faults, real data, real robots.
02 / How Magnus helps
Deployed on campus. Open to your classrooms.
Deployment is the job — your students learn on the systems we run.
Real datasets for teaching and research.
Egocentric video and benchmark datasets from live operations — the same data industry trains on, available for coursework and research.
Wired into buildings and schedules.
Access control, elevators, and facilities systems connected — robots that work around your academic calendar.
Robots on campus, run right.
Vendor-neutral selection, structured pilots, and 24/7 remote operations for delivery, cleaning, and logistics across campus.
03 / Products used
The Magnus platform, applied to the classroom.
One partner across deployment, integration, and data — scoped to how your organization works.
Research Datasets
Teaching and research access to real-world egocentric datasets and benchmarks.
Campus Systems
Access control, elevators, and facilities connected before launch.
Campus Deployment
Vendor-neutral selection, campus pilots, and 24/7 remote operations.
More industries
Solutions / Education
Ready to build a robotics program?
Start with a deployment assessment of one campus zone — a roadmap, an integration plan, and a pilot students can learn from.