Why Intelligent Automation Fails Outside the Lab: A Review of Deployment Challenges in Robotics

Author(s)	Khushi Mangla
Country	India
Abstract	In the last decade, intelligent automation has driven a lot of robotics research forward, changing how industries operate by improving efficiency, accuracy, and flexibility. Laboratory demonstrations can show impressive performance in controlled settings, but taking these systems and deploying them in the real world has proven to be much more complex than we initially expected. This discussion brings to light various challenges, including environmental uncertainties, issues with human-robot interaction, system integration problems, and hardware limitations. It’s important to recognize the difference between lab success and real-world application. Increased deployment-oriented research in robotics is necessary to bridge this gap and ensure that advancements in automation truly benefit society. In essence, while we are making progress, we need a clearer focus on how these systems will function in the unpredictable nature of everyday life. What we really require is a shift toward studying how these technologies can work seamlessly in reality, where people and robots coexist and collaborate effectively.
Keywords	Automation, Deployment challenges, Real-world robotics, Lab-to-field gap, robots, human-robot
Field	Engineering
Published In	Volume 8, Issue 1, January-February 2026
Published On	2026-02-27

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