Techman Robot, a global leader in collaborative robots (cobots), has successfully assisted Jinpao Precision (jpp-KY), a high-tech metal precision mechanism manufacturer, in completing a large-scale automation transformation.

To tackle the aerospace industry’s challenging “high-mix, low-volume” production model, Jinpao Precision integrated nearly 50 TM AI Cobots equipped with built-in AI vision. This initiative successfully overcame manufacturing bottlenecks, automated 10 complex applications, and liberated over 80,000 hours of critical production capacity, setting a new benchmark for AI-driven digital transformation in the precision manufacturing sector.

AI Vision: The Key to Eliminating “Line Change Downtime”

Jinpao Precision specializes in “high-mix, low-volume customization” services for the aerospace, communication, medical, and automation equipment fields. The major pain point was the frequent changeovers on their aerospace and server chassis product lines. Traditional automation equipment lacked flexibility, requiring extensive time for re-calibration during each line change, and heavily relied on manual visual inspection, which limited efficiency and led to unstable quality.

Techman Robot’s proprietary “Built-in Vision” technology was the winning factor. Unlike other brands that require complex integration of external cameras, the TM AI Cobot integrates vision recognition with the robotic arm control, offering two core advantages:

• Flexible Line Change, Plug-and-Play: Through vision localization, the robots can quickly adapt to workpieces of different sizes and shapes, drastically cutting down on line change setup time. This perfectly aligns with the client’s “high-mix, low-volume” production rhythm.
• AOI-Grade Process Quality Control: Data shows that the cobots are widely used for quality inspection. Using AI deep learning, the arms precisely identify screw fastening, rivet hole punching, and metal parts tolerance, completely eliminating the risk of missed inspections due to human eye fatigue and ensuring zero-defect shipment for aerospace-grade products.

Liberating 80,000 Hours of Capacity, Achieving Autonomous Scalability
Based on deployment data analysis from the collaboration, the automation project demonstrated remarkable scalability and Return on Investment (ROI):

• Comprehensive Process Coverage: A total of 50 units across the entire product line (including TM5S, TM12S, and the high-payload TM25S) are expected to be deployed. The scope covers 10 major processes, ranging from intricate screw fastening and riveting to high-risk applications like stamping, spray painting, and spot welding.
• 80,000 Hours of Critical Work Time Released: By automating highly repetitive and hazardous processes, the project successfully freed up approximately 80,000 hours of annual human labor. This not only addresses the long-standing manufacturing labor shortage but also enables employees who previously performed high-risk tasks, such as stamping press operation, to transition into higher-value frontline management and technical roles, implementing the philosophy of an ESG-friendly workplace.
• Explosive Scale-Up and Autonomous Deployment: The deployment journey showed that the client successfully replicated and deployed 8 automated stations on the server assembly line within one month. This achievement is attributed to the “easy-to-learn” nature of Techman Robot and comprehensive original factory training, which allowed Jinpao Precision’s internal automation team to master the core technology within one year, gaining the capability for autonomous deployment and rapid tuning without relying on external vendors.

TOKYO, Japan — Techman Robot, a global leader in smart robotics, has announced a significant leap in manufacturing efficiency at the International Robot Exhibition (iREX) 2025 held at Tokyo Big Sight. Under the theme “AI Instant Decision, Seamless Productivity Upgrade,” the company unveiled its High-Speed AI Flying Trigger Inspection and breakthrough “Auto AI Training” technology, signaling a new era of zero-downtime, high-efficiency production.

Pioneering “AI Flying Trigger” Inspection: Zero Downtime, Maximum Efficiency

The centerpiece of the exhibition, the High-Speed AI Flying Trigger Inspection system, underscores Techman Robot’s leadership in collaborative robotics. By leveraging the NVIDIA Omniverse platform, the system allows for the precise simulation and optimization of high-speed robot motion control and AI visual algorithms prior to physical deployment, ensuring both real-time responsiveness and exceptional precision.

The system seamlessly integrates high-speed motion with advanced AI vision to perform zero-latency defect detection and quality control while workpieces are in motion. This innovation disrupts traditional inspection methods that require production lines to pause for sampling. According to Techman Robot, clients adopting this system can reduce inspection times by an average of 40% to 50%, significantly optimizing cycle times and overall production efficiency.

Ideally suited for high-standard applications such as automotive seat components and server assembly, the solution eliminates human error and reduces labor costs. It is designed to meet the rigorous “zero defect” standards of the Japanese automotive and precision manufacturing industries.

Democratizing AI: Auto AI Training Reduces Setup by 90%

Addressing the industry-wide challenge of complex and time-consuming AI adoption, Techman Robot introduced its revolutionary “Auto AI Training” technology. This solution reduces the time required to implement AI visual inspection by up to 90%.

The technology empowers frontline production staff to label, train, and optimize AI vision models in real-time, drastically reducing reliance on specialized AI engineers and accelerating production line adjustments.

Showcased alongside this technology was a printer inspection demonstration, which integrates cobots, grippers, and AI vision to perform rapid, high-precision quality checks on intricate electronic assemblies.

“Instant Cobot Ready”: A One-Stop Deployment Solution To meet the urgent demand for “rapid deployment and rapid ROI,” Techman Robot also launched its “Instant Cobot Ready” automation suite.

A highlight of this suite is the Instant Palletizer, which supports payloads of up to 35kg. Designed for continuous, uninterrupted stacking operations, it provides logistics and packaging sectors with a “plug-and-play” solution that maximizes investment efficiency and accelerates automation transformation.

Executive Commentary “iREX is the premier platform for showcasing cutting-edge robotics technology,” said Dr. Scott Huang, COO of Techman Robot. “Techman Robot is not merely a manufacturer of collaborative robots; we are a leader in AI-driven automation solutions. Through close collaboration with global partners like NVIDIA, we are committed to providing AI collaborative applications that are easier to adopt and deliver faster results, leading the manufacturing industry into the next wave of smart upgrades.”

Techman Robot today announced the deepening of its partnership with SMC, a global leader in automation solutions. Since joining the TM Plug&Play ecosystem, SMC has continuously deployed Techman collaborative robots on its production lines and integrated them into turnkey solutions, demonstrating the real value of smart manufacturing in industrial applications.

Collaboration Achievements and Industrial Impact

• Turnkey Solutions: SMC’s electric vacuum gripper has become the designated standard for Techman’s Instant Palletizer, enabling manufacturers to adopt palletizing automation faster, easier, and with reduced implementation barriers.
• Large-Scale Factory Deployment: From 2022 to 2024, SMC’s processing plant deployed over 30 Techman Robots, with an additional 40 units ordered in 2025, bringing the total to around 70 units. This success not only demonstrates the strength of Techman’s AI-powered cobots in boosting productivity and flexibility, but also highlights SMC’s expertise in automation technology and production line integration. Together, the two companies deliver greater efficiency and reliability for real-world smart manufacturing applications.
• Talent Development & Competition Support: SMC has sponsored multiple electric vacuum grippers for Techman Robot’s academic competitions and TM Academy training programs, fostering the next generation of smart manufacturing talent.

Scott Huang, Chief Operating Officer of Techman Robot, said: “SMC, as a global leader in automation, has strengthened our Plug&Play ecosystem through this collaboration, delivering efficient, reliable, and ready-to-deploy solutions to our customers. Together with SMC, we look forward to accelerating smart manufacturing adoption and expanding real-world industrial applications.”

Techman Robot has successfully implemented Taiwan’s first-ever “AI Robot-Powered Self-Service Book Retrieval System” in Taoyuan City, leveraging its cutting-edge AI vision and smart collaborative technology. This innovative system integrates the TM AI Cobot, a smart robotic arm, with an autonomous mobile robot (AMR) to create an automated and intelligent book handling process, setting a new milestone for human-robot collaboration in libraries.

AI Vision and Smart Collaboration Usher in a New Era of Library Automation

Powered by built-in AI vision and high-precision motion control, the TM AI Cobot can autonomously identify the locations of books, navigate pathways, and recognize placement areas. After a reader reserves a book through the online system, the AI robotic arm collaborates with the AMR to initiate the retrieval task. It automatically pulls the specified book and transports it to the “Reader Pickup Area”. The entire process is fully automated by AI, delivering a “zero-wait, zero-error” smart book retrieval experience and advancing library lending services into a new realm of automation.

Intelligent Scheduling and Unmanned Transport Enable Uninterrupted Overnight Operation

The TM AI Cobot continues to operate even after the library closes, assisting librarians with book transportation and organization. Through an AI-powered task scheduling system, the cobot automatically assigns transport duties, moving books from the “Librarian Shelving Area” to the “Reader Pickup Area”. This significantly reduces manpower requirements and ensures the continuous circulation of library materials.

A New Paradigm in Human-Robot Collaboration: AI Technology Enters Public Spaces

This application represents the culmination of Techman Robot’s extensive expertise in the AI x Robotics field, extending the use of smart collaborative robots from industrial manufacturing to educational and cultural venues. With its safe human-robot interaction design and flexible AI computing capabilities, the TM AI Cobot allows the library to enhance technological efficiency, pioneering a new service model centered on human-robot collaboration.

TM AI Cobot Technical Highlights:

• AI Vision and Auto-Positioning: Accurately identifies books and spatial locations.
• Smart Task Scheduling System: Enables fully autonomous, round-the-clock operation.
• High-Safety Design for Human-Robot Collaboration: Suitable for applications in public spaces.
• Scalability: Adaptable for diverse applications, including smart logistics and educational exhibitions.