AI Hardware Startup IPOs

Analyze the lifecycle of AI hardware startups from research origins to public-market exits, considering funding sources (venture capital, corporate investors, IPOs), governance complexity, risk management, and how market timing and investor expectations influence hardware-roadmap decisions and platform strategies.