The skills gap hits the floor first
Machinists and technicians are retiring, and replacements take years to develop. Spindles sit idle not for lack of orders, but for lack of hands.
Solutions / Manufacturing
Uptime is
the product.
Skilled-labor gaps shouldn’t idle your lines. Magnus deploys tending, inspection, and palletizing robots into live production — integrated with your MES, run 24/7, and fueled by data from your own cells.
Vendor-neutral selection, MES and cell integration, structured pilots, remote operations, and end-to-end data services — with the training to bring your operators along.
01 / The problem
The machines can run. The staffing can’t.
OEE is stuck
Third shift runs unmanned or doesn’t run at all. Every unattended hour is capacity you already paid for and can’t use.
High mix kills the business case
Automation built for one part number falls over at changeover. If a cell can’t handle your mix, the ROI never leaves the spreadsheet.
02 / How Magnus helps
Deployed on your line. Integrated with your stack.
Deployment is the job — integration and data make it stick.
Your cell data makes every robot smarter.
First-person video of tending, assembly, and inspection — annotated, benchmarked, and fed back into the systems we deploy.
Wired into the systems you already run.
MES, PLC, and quality-system integration — robots that run your travelers and routings, not a parallel process.
Cells that hold takt, shift after shift.
Vendor-neutral selection against your parts and tolerances, structured pilots measured on takt, and 24/7 remote exception handling in production.
03 / Products used
The Magnus platform, applied to the plant.
One partner across deployment, integration, and data — scoped to how your organization works.
Collection, Annotation, Evaluation
Egocentric video from live production, labeled to spec and benchmarked on real tasks.
MES + Cell Systems
Travelers, PLCs, and quality gates connected before the first cycle runs.
Procurement to Operations
Vendor-neutral selection, structured pilots, and 24/7 remote operations — with operator training included.
More industries
Solutions / Manufacturing
Ready to lift OEE with robots?
Start with a deployment assessment of one line — a vendor-neutral roadmap, an integration plan, and a pilot you can measure.