Custom AI hardware like Microsoft Maia requires specialized optimization to achieve peak performance. Developers lack tools tailored to these platforms.
Build a suite of software tools that help developers optimize AI models for custom hardware, including profiling, benchmarking, and tuning features.
Monetize through licensing or subscriptions for enterprise users.
The MVP could be a basic profiling tool that identifies bottlenecks in AI workloads.
The main risk is limited market size—only users of specific hardware will need this, so focus on integration with popular frameworks.