Data scientists are an incredibly scarce commodity. One way of addressing the shortage in expert talent is to empower general business users to discover and unlock value in data themselves. But, just making tools easier for users is only half of the answer. A better approach is to work both sides to close the gap. To make tools that can empower business users to discover and unlock value in their data—and that also extend capabilities for experts, so they can share the analytics workload, improve efficiency, and focus on higher level work.