Toyota is set to buy out one of its major suppliers in a landmark $33 billion take-private deal, aiming to tighten control over its supply chain amid global manufacturing disruptions. The acquisition underscores a strategic shift toward vertical integration as automakers worldwide seek greater resilience and efficiency in the face of rising competition and component shortages.