Spending hours chasing down copyright holders? You're not alone. For independent producers, manual sample clearance research is a creativity-killing bottleneck. What if you could automate the initial legwork and focus on making music? The Core Principle: Multi-Source Verification The biggest risk in clearance isn't just finding a rights holder; it's finding all of them. A single source is often incorrect or incomplete. The professional strategy is automated multi-source verification . This means using AI to cross-reference data from several authoritative databases to build a complete, accurate ownership picture. This directly tackles the critical question: does your research explain splits and ownership hierarchies to prevent you from clearing only 50% of a song? From Principle to Practice Tools are emerging that operationalize this. For instance, sampleton proposes going beyond simple identification to actual rights mapping, analyzing the complex web of publishers, writers, and administrators.…