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Ensure cell quality, electrode integrity, and module assembly accuracy for safe, high-performance batteries.
Battery and electric vehicle manufacturing operates at the intersection of precision chemistry and high-volume production, where microscopic defects in electrode coatings or cell assemblies can compromise safety, performance, and vehicle range. Orama deploys vision AI that inspects cells, verifies module assembly, and classifies battery grades — catching defects that threaten thermal stability before they leave the production line.
Built For Production
Tuned for real line conditions, traceability requirements, and fast operator decisions.
Industry Focus
Battery & EV Manufacturing
99.95%
Safety inspection rate
25%
Longer battery lifespan
ms
Real-time cell inspection
100%
Assembly traceability
Industry Challenge
Battery manufacturing requires detecting defects at scales invisible to the human eye — from metal particle contamination on electrode surfaces to separator film pinholes and inconsistent coating thickness. A single defective cell in a module can cause thermal runaway, capacity loss, or field failures that result in costly recalls and safety incidents with severe regulatory and brand consequences.
Solution Approach
Orama deploys vision AI across electrode coating inspection, cell assembly verification, weld quality assessment, and grade classification. Each model is trained to detect the specific defect signatures relevant to your cell chemistry, form factor, and production process — providing the traceability and defect containment that battery safety standards demand.
Typical Project Flow
Applications
Detect microscopic defects, dendrite formation, and electrode anomalies in battery cells.
25% longer battery life, 99.95% safety rate
Verify proper stacking, welding, and connection of battery modules in EV packs.
100% assembly verification, zero thermal incidents
Classify battery cells by capacity, internal resistance, and performance characteristics.
15% improved pack performance, balanced charging
Visual Comparison
FAQ
Next Step
We can adapt the same platform for your product geometry, lighting, line speed, traceability rules, and reporting needs without forcing your team into a generic workflow.
Project Fit