Manual or traditional inspection of X-ray images suffers from human error and low sensitivity to subtle structural flaws. Automating this process reduces the risk of catastrophic structural failure in physical objects.

Insecure data exchange between distributed manufacturing nodes creates vulnerability to cyber threats. Mitigating this risk ensures operational integrity and prevents malicious interference in automated processes.

Fragmented data access across disparate accounts and industrial plant databases prevents unified model deployment. Resolving these access barriers ensures data integrity and operational continuity across distributed systems.