The widespread adoption of AI features in SaaS creates a significant and growing market for cost management. An MVP can be built relatively quickly by integrating with existing AI service APIs and building a cost-tracking dashboard. While some basic cost monitoring exists, a specialized tool for AI feature optimization within SaaS is not yet saturated. The problem is global and relevant to any SaaS using AI, making localization straightforward.