This comparison analysis evaluates how exposed each company is to AI-driven disruption. Scores reflect AI integration across five dimensions — Revenue AI, Product, R&D, Internal, Infrastructure. Higher scores indicate deeper AI embedding, signaling both competitive strength and resilience to displacement.
Tesla dominates with the only genuinely AI-native business model. Its 84 overall score reflects vertical integration from training data (Dojo supercomputer) through product monetization (FSD subscriptions), with product integration and R&D investment closest to parity. Ford and BYD both lag significantly, but their gaps reveal opposite problems: Ford's 42 score masks dangerous fragmentation—strong threat rating despite weak AI revenue and infrastructure, suggesting reactive bolting-on rather than strategic foundation.
AI Exposure Score
How deeply AI is integrated into a company’s operations, products, and strategy. 0 = no AI presence, 100 = fully AI-native.
Disruption Threat
The risk that AI competitors or AI-driven market shifts could displace this company’s position. Higher = more vulnerable to disruption.