GPU memory management is crucial for performance but poorly understood by many developers. A visualization tool could help.
Create a profiler that shows memory access patterns and bottlenecks in GPU code, with optimization suggestions.
Sell to engineering teams working on performance-critical GPU applications, with tiered pricing.
Launch with basic memory access visualization, then add optimization recommendations. The challenge is supporting diverse GPU architectures.