You are advising a product and engineering team that wants to add AI into a core workflow. Leadership is deciding whether to build the capability in-house or rely on a third-party model provider. The choice will affect product quality, cost, speed to launch, and long-term control over the experience.
How would you evaluate whether to build an AI capability in-house or rely on a third-party model provider?