Tech papers
White Paper: A Smart System Primer for Asset Owners - An Inside Look at Smart System Capabilities, Applications, Benefits, Implementation Challenges, and Solutions
Industries have plenty to gain by increasing their automation, use of robotics and artificial intelligence for in-field operations. In the energy sector alone, “automation has become an increasingly important tool for energy professionals, enabling them to increase efficiency, reduce costs, and gain a better understanding of their operations.” In agriculture, “AI, machine learning (ML) and the IoT sensors that provide real-time data for algorithms increase agricultural efficiencies, improve crop yields and reduce food production costs,” said Louis Columbus, Forbes Contributing Editor. These opportunities are evident in many more industries, but asset owners must identify those that both move the needle and quickly create and demonstrate value. At the heart of these opportunities are very complex technologies so it is not surprising that many asset owners feel perplexed when ‘more automation’ or ‘AI’ is on their roadmap for improved, safer, in-field inspection and maintenance operations.
June 23-24, 2026 | McCormick Place
The 2026 Humanoid Robot Forum is happening at Automate in Chicago!
Join industry leaders exploring the technologies, safety, and real-world potential shaping humanoid robotics.
As asset owners look to employ more in-field automation, smart systems with new capabilities are required to enable the rapid adoption of such solutions across a wide array of operational needs. While traditional inspection and maintenance involves human interaction at all stages of the process including data collection, interpretation, and distribution, in-field smart system solutions typically require the automation of each of these processes to achieve desired results. By integrating AI and other edge processes, along with Internet of Things (IoT) interfacing, smart systems reduce the time and costs to create application-specific robotic inspection and maintenance products that deliver real-time information to both local and remote information consumers.
This white paper arms asset owners with concepts and processes that allow them to meet these challenges, gain clarity, and successfully implement in-field inspection and maintenance automation improvements.
Numurus LLC
Powering Industrial AI and Automation at The Edge
Discover how Numurus LLC can support your automation journey with their complete range of solutions and expertise.
Visit Company WebsiteWhat is the HRNt
The HRNt (Temporal Hazard Rating Number) is a quantitative risk assessment methodology for industrial machinery that extends Chris Steel’s classic HRN with two additional layers: the possibility of human hazard avoidance and the temporal dependency of the safety system.
Robots: China Breaks Historic Records in Automation
China has rapidly become a global leader in automation. From 2018 to 2020, a sales increase between 15 and 20
Football through the Lens of Machine Vision
Football is fast, complex and full of visual details. EyeVision shows how machine vision can support tracking, inspection, analysis





