Navigating Challenges and Opportunities in HMLV Environments: Insights on Modular Robotics from Owczarek

Embracing Flexibility in HMLV Environments: The Case for Modular Robotics

In the fast-paced world of electronics manufacturing services (EMS), high-mix, low-volume (HMLV) environments present unique challenges. Frequent product changes, short lead times, and fluctuating demand create constant pressure on operations, pushing manufacturers to seek innovative solutions. As noted by expert Owczarek, modular robotic systems offer a promising pathway to enhance flexibility, but integrating these systems into existing production lines isn’t without its hurdles.

The Dual Challenge of Integration

According to Owczarek, there are two primary challenges in implementing modular robotics: technical and human. On the technical side, incorporating modular robotics into an established production line necessitates extensive recalibration. “If you move anything, you need to rebuild all the positions from the beginning – recalibrate robots, testers, everything,” he explains.

This complexity may intimidate many stakeholders, particularly in environments where stability is prized. The human factor comes into play as individuals often perceive a risk in changing processes that already “work well enough.” This reluctance to modify existing setups can slow down the progression toward adopting modular solutions.

Beyond Single Process Areas: A Focus on Adaptability

Owczarek emphasizes that the return on investment (ROI) of modular robotics extends beyond just one area of operation. Its value derives from its adaptability across various tasks including assembly, handling, and testing. “It’s everywhere. The key is flexibility,” he states, highlighting that modular solutions can efficiently cater to changing requirements.

This adaptability is particularly significant when contrasted with traditional automation methods that struggle to keep up with shorter product life cycles. While traditional automation designs excel in stable environments, they often fall short in HMLV settings that demand quick pivots and real-time adjustments.

A Pragmatic Approach to Automation

In his presentation, Owczarek stressed the importance of a pragmatic approach to automation. Rising labor costs and a limited workforce are indeed driving increased interest in automated solutions, but he insists that companies should prioritize simplifying processes before introducing technology. “The biggest mistake is trying to automate before simplifying the process,” he cautions.

Owczarek advocates a balanced approach, suggesting that around 70-80% of processes are suitable for automation. The remaining 20%, he argues, are best left to human operators who can navigate the nuances of tasks that require a personal touch.

The Role of AI in Physical Robotics

The discussion also turned to the growing influence of artificial intelligence (AI) in manufacturing. While AI is commonly associated with large language models, Owczarek highlighted the rising importance of “physical AI” in robotics. Unlike chat-based AI, physical AI equips robotic systems with the ability to interpret and adapt to changing environments.

A prime example is robotics equipped with vision capabilities that adjust to variations in lighting or other environmental factors. “When the environment changes, AI allows the robot to analyze the situation and adjust. That’s where it brings real value,” he explains.

However, he tempered enthusiasm with realism, noting, “AI is never 100%. If you expect absolute certainty, it becomes hype. But if you accept probability, it becomes an advantage.”

The Path Forward for EMS Providers

As EMS providers grapple with increasing complexity and shorter product life cycles, Owczarek’s message rings clear. Success lies not in the all-or-nothing pursuit of full automation, but in the deployment of flexible, modular solutions grounded in real operational needs.

Mark your calendars for the Evertiq Expo Cracow 2026 on May 7, where Owczarek will return to further explore how manufacturers can harness the power of modular robotics to unlock agility in high-mix, low-volume production environments.

By embracing a flexible, modular approach to automation, EMS companies can not only navigate the complexities of today’s markets but also drive toward a more efficient, adaptive future. The path may be challenging, but the rewards of enhanced agility and responsiveness are well worth the effort.