Show HN: adCasa OS – AI marketing workspace built with Bayesian attribution (adcasa.io)

adCasa OS has launched an innovative AI Marketing workspace that leverages Bayesian attribution to optimize ad spending and streamline marketing operations. This platform allows users to manage their entire marketing stack from a single interface, enabling audit queries, bespoke performance dashboards, and automated workflows—all while maintaining strategic control. Notably, the integration of high-quality creative generation tools within the platform means users can create video ads, images, and other multimedia elements without needing separate subscriptions. This is a significant advancement for the AI/ML community as it merges sophisticated machine learning techniques with user-friendly interfaces, empowering marketers to enhance performance and cut costs. Noteworthy features include live campaign monitoring, a robust media mix modeling system for accurate ROI tracking, and automated budget protection that halts inefficient spending. adCasa's ability to simulate workflows using virtual leads before actual implementation not only provides safety in execution but also boosts confidence in ad strategies. This comprehensive approach positions adCasa as a potent tool for marketers seeking to modernize their infrastructure while ensuring data-driven decision-making.