The Annual Alliance Study
The Annual Alliance Study is the flagship research publication of the ETH-HSG Manufacturing Alliance. Each year, the study examines a strategically relevant topic in industrial operations, drawing on interviews with Alliance Member Companies, successful practice firms, and insights from a large-scale industry survey.
Digital Twin Use Case Map
Explore the digital twin use cases from the Annual Alliance Study 2026 interactively: trace how each origin connects to use cases and the value they create.
Open the interactive map