Why Infrastructure AI — Not Consumer AI — Will Define the Next Decade

Infrastructure AI, unlike consumer AI tools such as chatbots, is already delivering measurable economic and operational benefits, particularly in transportation where it improves safety and efficiency. While consumer AI's impact on productivity remains debated, infrastructure AI's success is defined by continuous, concrete metrics rather than engagement or novelty.