Decision-making in product marketing is often associated with experience, intuition, and strategic judgment. In practice, consistent decision-making at scale depends on something more structured: Clear visibility into what is happening across channels, customers, and revenue. Across industrial product environments, SaaS platforms, and professional learning ecosystems, one pattern is consistent: Data exists across multiple systems. Decisions are delayed or misaligned because t
