The bottleneck is not model quality. The models work. The bottleneck is the infrastructure beneath them. 

“AI demos are cheap to build,” says Mohith Mohan, Chief Executive of MOAR Advisory. “But AI businesses are expensive to run.” Turning a prototype into a production system requires sustained investment in data pipelines, compute infrastructure, compliance architecture, and integration with the operational systems it is meant to improve.