Mech-Mind Robotics

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Deutschland
Munich
Mech-Mind Robotics

Embodied AI & 3D Vision for Robots and More. Contact for Business: [email protected]
Contact for Media: [email protected]

04/09/2026

Similar-looking parts. Multiple marking positions. One small positioning error can mean a failed mark or rework.

Mech-Mind's 𝐞𝐦𝐛𝐨𝐝𝐢𝐞𝐝 𝐀𝐈 "𝐄𝐲𝐞-𝐁𝐫𝐚𝐢𝐧-𝐇𝐚𝐧𝐝" 🤖 enables robots to handle these variations autonomously. The platform distinguishes similar cylindrical metal parts, then uses a second vision check to locate the correct marking position before laser marking. It also plans collision-free robot trajectories for precise handling.

𝐑𝐞𝐬𝐮𝐥𝐭𝐬:
🔸±𝟎.𝟓 𝐦𝐦 𝐯𝐢𝐬𝐮𝐚𝐥 𝐩𝐨𝐬𝐢𝐭𝐢𝐨𝐧𝐢𝐧𝐠 𝐚𝐜𝐜𝐮𝐫𝐚𝐜𝐲
🔸𝐀𝐝𝐚𝐩𝐭𝐚𝐭𝐢𝐨𝐧 𝐭𝐨 𝐦𝐮𝐥𝐭𝐢𝐩𝐥𝐞 𝐜𝐲𝐥𝐢𝐧𝐝𝐫𝐢𝐜𝐚𝐥 𝐦𝐞𝐭𝐚𝐥 𝐩𝐚𝐫𝐭 𝐭𝐲𝐩𝐞𝐬
🔸𝐌𝐨𝐫𝐞 𝐞𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐭 𝐚𝐧𝐝 𝐟𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧

👉 Full case study here:
🔗https://www.mech-mind.com/cases/laser-marking-of-highly-reflective-metal-parts.html

27/08/2026

With 𝟐𝟗,𝟎𝟎𝟎+ deployments worldwide, Mech-Mind's embodied intelligence has been validated across diverse real-world applications, spanning different objects, environments, tasks, and robot forms.

Each application generates data and feedback that drive improvements in perception, planning, and manipulation.

𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬 → 𝐃𝐚𝐭𝐚 → 𝐌𝐨𝐝𝐞𝐥𝐬 → 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬 → 𝐌𝐨𝐫𝐞 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬.

Over time, this creates a flywheel: more real-world experience enables stronger generalization, opening the door to more applications.

Different tasks and environments may call for different robot forms. The same general-purpose embodied intelligence can enable robots to perceive, reason, plan, and act in the real world. This is the idea behind Mech-Mind's "𝐎𝐧𝐞 𝐁𝐫𝐚𝐢𝐧, 𝐌𝐮𝐥𝐭𝐢𝐩𝐥𝐞 𝐅𝐨𝐫𝐦𝐬," powered by "𝐄𝐲𝐞-𝐁𝐫𝐚𝐢𝐧-𝐇𝐚𝐧𝐝."

From real-world experience to generalizable intelligence, we're building embodied intelligence that can learn, adapt, and scale in the real world.

19/08/2026

📍 At Automation Taipei 2026, Mech-Mind is joining forces with nearly ten industry partners to showcase the power of ecosystem collaboration in advancing intelligent manufacturing.

Across our partners' booths, our embodied intelligence "Eye-Brain-Hand"🤖 enables robots to perceive, understand, plan, and perform diverse tasks. From bin picking and machine tending to generalized picking and precision assembly, these solutions demonstrate strong generalization across different parts, environments, and tasks, with applications spanning multiple industries.

💡 The show is still underway. Visit our partners' booths to experience these solutions and connect with us to explore the possibilities of physical AI in real-world production.

Event details:
📅 Show Dates: Aug 19 - 22
🕙 Show Times: 10:00 AM - 5:00 PM (Closing at 4:00 PM on the final day), GMT+8
📍 Booths: K516, N804, Q215, N1306, L212, L1010, L118
🌏 Location: Taipei Nangang Exhibition Center, Hall 1

If you're not here, don't worry! Click and contact us：
🔗 https://www.mech-mind.com/contact/contact-us.html
📩 Business inquiries: [email protected]
📩 Media inquiries: [email protected]

14/08/2026

Handling black, thin sheet metal parts for projection welding requires reliable perception and precise positioning.

Powered by Mech-Mind's embodied AI🤖 "Eye-Brain-Hand," the robot accurately picks and positions black, thin sheet metal parts while adapting to different part types. With two robots working in coordination, the platform enables continuous, collision-free operation and higher production efficiency.📈

13/08/2026

📢 The new Mech-Eye ULTRA M-GL has arrived.

Our flagship industrial 3D camera with high resolution and high speed is built to tackle three persistent robot vision challenges:

🔸 Thin parts that are difficult to reconstruct accurately in 3D
🔸 Transparent objects that challenge conventional 3D imaging
🔸 High-throughput applications that demand fast image acquisition

⭐ Key capabilities:

🔸 High-precision imaging of thin parts under 1 mm thick: Advanced optics and algorithms enable accurate 3D data for ultra-thin parts, improving recognition accuracy and picking performance in automotive sheet metal applications.

🔸 Advanced 3D capture of transparent objects: Delivers more complete, high-contrast point clouds for transparent and translucent objects, enabling reliable robotic picking in retail and medical applications.

🔸 Ultra-fast scanning as fast as 0.08 s: Up to 4× faster acquisition helps meet the cycle-time demands of parcel induction, retail piece picking, and other high-throughput applications.

🔸 Adaptive flicker suppression: Suppresses high-frequency flicker from barcode scanners and LED lighting, helping maintain stable point clouds in challenging production environments.

🔎 Explore its capabilities in the images below and learn more: https://www.mech-mind.com/news/the-new-mech-eye-ultra-m-gl.html

12/08/2026

The new Mech-Eye ULTRA M-GL has arrived.

In this video, see how Mech-Mind's flagship industrial 3D camera with high resolution and high speed tackles three persistent robot vision challenges:

- Thin parts: High-precision imaging of thin parts under 1 mm thick supports accurate recognition and reliable picking in automotive manufacturing.
- Transparent objects: More complete, high-contrast point clouds support reliable robotic picking in retail and medical applications.
- High-throughput applications: Image acquisition in as little as 0.08 s helps meet demanding cycle times in parcel induction, retail piece picking, and more.

You'll also see how adaptive flicker suppression helps maintain stable point clouds under high-frequency flicker from LED lighting and barcode scanners.

Watch the Mech-Eye ULTRA M-GL take on complex robotic applications across automotive, retail, medical, and logistics automation.

Learn more: https://www.mech-mind.com/products/mech-eye-industrial-3d-camera.html

07/08/2026

Physical AI is bringing robots beyond fixed automation—enabling them to perceive, reason, and act in the real world.

Powered by Mech-Mind's embodied AI🤖 "Eye-Brain-Hand," robots can handle complex industrial tasks with greater flexibility. In this application, the robot accurately identifies reflective cylindrical metal parts, locates gluing positions, and performs precise picking and gluing with ⭐±0.5 mm positioning accuracy .

By combining perception, decision-making, and dexterous manipulation, the system demonstrates strong generalization capabilities by adapting to multiple cylindrical metal part types, bringing embodied AI closer to flexible manufacturing at scale.

22/07/2026

At WAIC 2026, discover the latest advances in Mech-GPT, bringing enhanced multimodal understanding, fast reasoning, autonomous decision-making, and stronger capabilities for handling diverse, complex real-world tasks.

In this live demo, powered by Mech-GPT, the robot places objects into the designated container, hands over requested items one by one, and arranges blocks according to voice instructions.

With robust generalization, Mech-GPT adapts to different robot forms, environments, and tasks.

22/07/2026

At WAIC 2026, discover how Mech-Mind’s general-purpose embodied AI “Eye-Brain-Hand” enables humanoid robots to collaborate on machine tending and material handling tasks.

Powered by "Eye-Brain-Hand", two humanoid robots can perceive and adapt to diverse parts and dynamic environments, enabling coordinated operations for machine tending, assembly, and bin transport. By combining intelligent perception, task planning, and robotic collaboration, the system supports smart and flexible automation across manufacturing and logistics.

22/07/2026

At WAIC 2026, discover how Mech-Mind’s general-purpose embodied AI “Eye-Brain-Hand” enables adaptive grasping and precision assembly of flexible power cables.

Powered by “Eye-Brain-Hand,” robots can autonomously recognize, grasp, and manipulate non-rigid cable assemblies, while adapting their operations for accurate connector insertion and removal. With high-precision perception and intelligent motion control, the system achieves sub-millimeter-level accuracy for precision assembly tasks across consumer electronics, semiconductors, automotive electronics, and beyond.

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