SpaceX Has Already Assigned Grok to Quality Control of Parts: AI Detects Defects with 99.9% Accuracy
SpaceX is implementing Grok for inspecting aerospace components and Starlink equipment. According to the vice president, the system detects foreign objects in video analysis with 99.9% accuracy.

SpaceX is integrating Grok into its manufacturing and engineering processes, including the inspection of aerospace components. The neural network analyzes video footage from endoscopes and helps identify foreign objects inside parts that could damage engines and other spacecraft elements.
Previously, inspectors examined such components using videoscope recordings, and specialists then manually analyzed the results. According to SpaceX’s vice president, humans detect foreign objects in approximately 94% of cases, whereas Grok achieves 99.9% accuracy when processing the same recordings.
Similar algorithms are also used for automated visual inspection of Starlink equipment, including user terminals. The company stated that this reduces the likelihood of missing manufacturing defects and speeds up the inspection of finished products.
The system has been adopted so widely that technicians and technical department managers now use it in their daily work. According to a SpaceX representative, this has also accelerated the professional growth of employees.





