The Advanced Manufacturing Technology Opportunity Engine provides profiles of innovations related to a dexterous robotic hand with tactile sensing designed for sustained industrial operations, a compact high-degree-of-freedom robotic hand enabling seamless integration across humanoid platforms, and AI-driven robotic automation systems enhancing palletizing, force-controlled manufacturing, and high-mix assembly environments. It also covers a humanoid service robot developed for multilingual front-of-house interaction, alongside advanced additive manufacturing solutions including cold spray and directed energy deposition technologies for aerospace and industrial applications. Additionally, it highlights next-generation additive manufacturing innovations for batteries and propulsion systems, large-format polymer 3D printing for industrial production, functional and 4D printing materials for adaptive and soft robotics, and automated post-processing solutions enabling scalable and high-quality additive manufacturing workflows.

The Advanced Manufacturing TOE covers global innovations and developments related to manufacturing and industrial automation on a monthly basis. Innovations are focused toward improving product traceability, energy efficiency and reducing environmental footprints, integrating product design and manufacturing aspects for reducing time-to-market. Research focus areas include rapid prototyping (additive manufacturing), lightweighting (multimaterial joining, plastics and metals manufacturing, carbon fiber-based composite manufacturing), smart robotics (agile robots, consumer robots, swarm robotics, cobots), monitoring and control (wireless control networks, human machine interface), and simulation and modeling (design and simulation software).

The Advanced Manufacturing and Automation (AMA) Cluster covers technologies that enable clean, lean and flexible manufacturing and industrial automation. Technologies such as three-dimensional (3D) and four-dimensional (4D) printing, wireless sensors and networks, information and communication technology, multimaterial joining, composites manufacturing, digital manufacturing, micro- and nano-manufacturing, lasers, advanced software, and printing techniques, are covered as part of this cluster. The technologies covered here impact a wide range of industries, such as the impact semiconductor, automotive and transportation, aerospace and defense, industrial, healthcare, logistics, and electronics industries.