When should a company consider partnering with a specialized development company for on-device AI projects?
Partnering makes financial sense when your team lacks in-house MLOps or low-level mobile optimization expertise, when facing aggressive timelines, or when you cannot afford the delay of building that competency internally. It's also beneficial when AI enables a feature but isn't the product's core differentiator.