Industry Sector
Frontier Innovation
In frontier innovation industries, customers typically require a stable robotic platform capable of integrating with AI software systems and translating model-level decision-making into reliable physical execution. Such applications emphasize dexterous manipulation, precise control and robustness under real-world variability. A leading embodied AI company sought to deploy its models in real-world scenarios, which required high-fidelity data collection, precise force control and reliable execution across complex tasks. We provided our adaptive robotic systems based on Rizon and Enlight and integrated IDE to support these needs.
Application Advantages
Dexterous manipulation
Our robotic systems support tasks such as sorting fasteners, opening boxes and handling laundry, including operations involving articulated and deformable objects. High-resolution force sensing and data acquisition support collection of high-quality interaction data for training, while force control enables stable execution in contact-rich task sequences.
High-precision execution
Combining high-resolution force sensing, sub-millimeter precision and force control, the platform supports smooth hand-eye coordination and reliable physical execution of complex manipulation tasks.
Scalable deployment
Built on safety-certified robotic arms, mobile bases, grippers and an integrated software suite, the platform supports rapid integration between customer models and robotic systems, helping shorten deployment timelines and support execution in regulated industrial environments.
Application Samples
Frontier Innovation
Stanford BDML | Gecko-inspired Adhesive Testing
Facilitates cutting-edge academic research by reliably measuring precise contact dynamics and surface interactions for new biomimetic adhesives.
Frontier Innovation
Huzhou College | Robotic Therapy Development
Pioneers advanced rehabilitation and physical therapy applications through securely constrained, compliant robot-patient physical interactions.
Frontier Innovation
Generalist AI | Training of General Embodied Large Model GEN-1
Leverages real-time sensing to collect robust, high-fidelity physical interaction data necessary to train next-generation foundational robotics models.
Frontier Innovation
Rhoda AI | DVA Model Training
Seamlessly syncs with advanced third-party software architectures, serving as the reliable physical articulation arm for dynamic AI experimentation.
Frontier Innovation
Ultra Intelligent Robot Packaging
Accelerates shipping and logistics chains through vision-guided spatial awareness, adaptable gripping profiles, and swift dimensional validation.
Frontier Innovation
Generalist AI | Embodied Intelligence Model Training
Provides the multi-axis sensor data and precise execution limits required to bridge simulated model insights safely to reality.
Industry Sector
Mobility
In the mobility sector, our adaptive robotic systems have been deployed in automotive production lines where precision, stability and tolerance to variation are critical, including wheel alignment adjustment in vehicle final assembly. As wheel alignment directly affects driving stability and tire wear, automotive manufacturers have sought to automate this process to improve consistency and efficiency. However, conventional automation solutions have faced practical challenges arising from vehicle positioning deviation, weight differences, suspension variation and positional deviation of adjustment rods and nuts. To address these challenges, we deployed a wheel alignment solution based on Rizon 10.
Application Advantages
Adaptive calibration and precise positioning
By combining high-resolution force sensing with force-controlled calibration, our robotic systems detect positional deviation of each incoming vehicle and perform one-time compensation in the robot coordinate system before adjustment. This helps establish an accurate basis for subsequent rod and nut identification and adjustment operations.
Precise force feedback and stable adjustment
Our robotic systems use force-controlled search and hybrid force-position control to accommodate variation in vehicle position, chassis geometry and component location. While maintaining rigidity in the direction of adjustment, our systems preserve compliance in other directions to reduce the risk of tool slippage or damage, enabling stable and consistent alignment performance.
Minimal modification and efficient deployment
The solution can be deployed within the customer's existing workstation layout without significant structural modification. Through adaptive force control and coordinated motion planning, the solution also reduces the design complexity of end effectors.
Application Samples
Mobility
Robotic Precision Assembly
Integrates vision and sensitive force control to accurately maneuver and align intricate parts within highly constrained mobility spaces.
Mobility
Automotive Steering Column Lever Testing
Ensures quality and durability of vehicle interiors through highly repetitive, automated mechanical stress evaluations under precise force limits.
Mobility
Car Window Primer
Applies adhesives and primers along curved window boundaries, demonstrating perfect, uninterrupted contour tracking over complex surface geometries.
Mobility
Automotive Seating Ironing
Removes wrinkles and completes the finishing process on high-end automotive seats using automated, highly adaptive pressing mechanisms.
Mobility
Pre-delivery Vehicle Inspection
Autonomously scans, interacts with, and verifies automobile exteriors using touch and vision synchronization to guarantee zero-defect deployments.
Industry Sector
Electronics and Electrical Equipment
In the electronics and electrical equipment sector, our adaptive robotic systems have been deployed in high-mix, contact-rich production settings where process consistency and flexible handling are important, including flexible printed circuit FPC insertion, smartphone adhesive-line wiping and polishing, server assembly, micro-screw fastening and tool management. As an electronics manufacturer sought to automate FPC board insertion in production, it encountered practical challenges arising from the small size, deformability and variation of FPCs. To achieve compliant gripping, reliable insertion verification and compatibility across different FPC types and incoming material conditions, we deployed an FPC insertion solution based on Rizon 4-S.
Application Advantages
Efficient, compliant and stable insertion
By combining real-time AI vision recognition and visual servoing with force-controlled interaction, the solution supports precise picking, compliant insertion and stable extraction. Hybrid force-position control absorbs deviations in gripping and product dimensions, while real-time force monitoring reduces the risk of damage, enabling highly stable assembly quality and near-zero scrap.
High-precision hand-eye coordination
Our self-developed vision algorithms support real-time recognition and tracking under varying conditions. Combined with force-control capabilities, the system enables closed-loop, contact-aware insertion across different FPC types.
Traceability and scalability
Force and image data can be recorded at frequencies of up to 1 kHz throughout the assembly process, supporting process monitoring and traceability. The solution can be adapted across multiple FPC variants with minimal adjustment, helping reduce testing effort and production costs.
Application Samples
Electronics and Electrical Equipment
FPC Insertion
Solves one of electronics manufacturing's hardest tasks by reliably inserting delicate flexible printed circuits perfectly without risk of damage.
Electronics and Electrical Equipment
Robotic PCB Loading
Accelerates high-mix electronics assembly by safely picking, translating, and securely seating specialized printed circuit boards into hardware chassis.
Electronics and Electrical Equipment
Automated server testing
Connects and manipulates hardware components within dense IT rack formations efficiently to systematically validate complex system operations.
Electronics and Electrical Equipment
Fiber Optic Equipment Assembly
Expertly curates the delicate routing and precise connection of ultra-fragile sensory cables without applying fracturing tension.
Electronics and Electrical Equipment
Automated RAM Installation
Carefully aligns memory modules into tight motherboard slots, dynamically reading force feedback to ensure perfect pin-seating geometry.
Electronics and Electrical Equipment
Microwave Fan Blade Installation
Deploys within typical consumer appliance production lines to smoothly and safely press-fit specialized cooling blades onto motor axles.
Industry Sector
Food and FMCG
In the food and FMCG sector, many production steps remain labor-intensive due to stringent hygiene requirements, tight process specifications, challenging operating conditions and frequent product changeovers. Our adaptive robotic systems have been deployed to support cutting, processing and inner-packaging workflows. As a food processor sought to automate fish fillet shaping on the production line, it encountered practical challenges arising from the soft texture of fish meat, the need to preserve coating condition and product texture, and variation in product sizes and shapes across customer orders. Catering to their demands, we deployed an adaptive robotic shaping solution based on Rizon 4.
Application Advantages
Compliant and precise shaping
By combining AI vision recognition with force-controlled operation, the solution can identify and screen fish fillets and perform in-line shaping while preserving coating condition, fluffiness and product quality. With high-precision force control, the system is designed for gentle handling of soft and fragile food products.
High-quality automation
Leveraging hand-eye coordination capabilities, the solution supports in-line operations with conveyors and delivers shaping quality and efficiency above manual performance, with average throughput of approximately 16,000 fish fillets per unit per day, compared with approximately 12,000 fish fillets per person per day manually.
Versatility and fast deployment
The solution can adapt to different product sizes and shapes through robot adjustment without customized redevelopment. It can be deployed into existing production lines with minimal modification, with a single station installed in as little as half a day.
Application Samples
Food and FMCG
Fish Fillet Shaping
Operates safely within strict FMCG environments, manipulating soft, highly delicate organic materials uniformly without bruising or crushing.