Bridging the Gap from Laboratory Research to Industrial Deployment
The European Robotics Forum (ERF 2026) in Stavanger, Norway, was a major success for the mobile manipulation workshop Coupling Mobile Robotics & Manipulation, co-organised by Pillar-Robots. The primary objective of the workshop was to explore the entire TRL spectrum of mobile manipulation. By mapping the path from breakthrough laboratory research to the realities of high-TRL commercial deployment, the session directly confronted the technical and operational gaps that currently slow down market adoption.
Perspectives from the Lab
The research presentations highlighted how EU-funded projects are providing physical and cognitive intelligence into robotic systems to make them more versatile and adaptive.
- PILLAR-Robots: Our Project Coordinator, Prof. Richard Duro (University of A Coruña), opened the research session by presenting PILLAR-Robots’ latest advancements in purposeful autonomous learning.
- Physical Cognition & Tactile Sensing: Prof. Giorgio Cannata (University of Genova) presented key insights from the Horizon Europe Sestosenso project, demonstrating how large-area tactile sensors (ProxySkin) and distributed proximity sensors can give mobile manipulators the “physical intelligence” needed to safely navigate unmodelled environments.
- Advanced Interaction: Roberto Meattini (University of Bologna) represented the Intelliman project, providing valuable perspectives on AI-powered manipulation architectures aimed at improving human-robot interaction and skill transfer.
The Reality of the Shop Floor
While laboratory breakthroughs show immense potential, the industrial session exposed the significant real-world integration hurdles that companies face when scaling these technologies.
PAL Robotics CEO Francesco Ferro addressed the critical real-world challenges currently limiting the widespread adoption of mobile manipulators, such as the high operational flexibility required to handle changing production layouts and the technical hurdles of base-and-arm coordination. Ferro emphasized PAL Robotics’ long-standing role as a crucial bridge between academic innovation and commercial deployment.
Christoph Bick (ABB Robotics) outlined the core commercial growth drivers, such as severe labor scarcity and shorter product lifecycles, requiring highly agile, mobile systems rather than statically mounted stations.
The operational complexities of deployment became particularly clear during a detailed case study presented by David Fertig (Roche Diagnostics). Focusing on clinical laboratory automation, Fertig highlighted that standard mobile manipulators face rigid operating constraints:
- Legacy Hardware Limitations: Most analytical instruments currently on the market are completely un-designed for robotic interaction and lack native APIs, forcing robots to interface manually with legacy hardware.
- Extreme Space Constraints: Standard clinical environments feature tight footprints, with narrow doors (under 80 cm) and highly compressed aisles (frequently near 100 cm) that restrict robotic kinematics and mobile bases.
- Stringent Regulatory & Safety Requirements: In healthcare deployment, patient safety is paramount. Robots must handle an incredibly diverse array of fragile objects under strict compliance protocols. Uncontrolled transport can cause serious sample degradation, which compromises diagnostics accuracy.
Bridging the TRL Divide
The open panel discussion connected these distinct perspectives. While academic research is rapidly mastering low-TRL environment mapping and reactive avoidance behaviors, industry practitioners desperately require standardized interface protocols, auditable safety compliance, and robust execution architectures that can operate continuously in legacy, human-centric environments.