The insurance industry, no stranger to gauging risk, is facing one of its most profound disruptions in decades. Artificial intelligence, machine learning, Internet of Things, blockchain, data analytics and other emerging technologies are enabling many startups to nip at parts of their businesses. Incumbent insurers still have the advantage of institutional knowledge and regulatory expertise, as well as robust cash flows.