The key risk is value capture, not demand creation. AI can increase biology design volume, but Twist still must prove that higher throughput, better mix, and tighter commercial structures convert into durable
gross margin, self-funded growth, and lower pricing elasticity. The single-source component exposure and the stock’s elevated expectations make the path more fragile than the demand story.