Field-level analysis involves examining the structure, dynamics, and interactions within a specific domain to understand how various entities and forces shape the environment. This approach provides insights into the competitive landscape, regulatory influences, and innovation trajectories, offering a comprehensive view of the field's evolution and potential future developments.