VibeGuard AI is a SaaS platform that addresses the critical issue of “model collapse” in AI systems, as highlighted by recent concerns in AI coding. The platform provides automated tools and continuous monitoring to detect, diagnose, and mitigate the degradation of AI models over time due to compounding errors and poor data integrity. It offers developers and organizations a proactive solution to ensure the long-term stability, reliability, and trustworthiness of their AI applications, preventing costly failures and maintaining user confidence.