The core risk is commercialization physics: deployments must become high-uptime, high-utilization sites with repeatable installation and improving
gross margin before capital markets force ongoing
dilution. Competitive bundling by incumbents (devices +
enterprise imaging software + embedded AI) can compress pricing and slow adoption, while regulatory and clinical-evidence requirements limit iteration speed compared with pure software.