Most AI vendors are selling variations of the same underlying model, wrapped in different branding and pointed at your business without much adjustment for what makes your business different. That works for generic problems and falls apart quickly for anything specific. A custom AI development company starts somewhere else entirely - with your actual data, your workflows, the edge cases your team already knows about but nobody's written down anywhere.