Home Case Studies Bin Picking

Cloud-Based Bin Picking with xArm

Aivero

xArm 6 transfers a metal part into the destination bin during an Aivero 3D vision bin-picking cycle

In Short

Aivero has built a 3D vision-enabled Robot-as-a-Service platform, purpose-built for bin picking. Their cloud-based software can control any compatible robot arm using any 3D camera—running machine learning models remotely to deliver intelligent, automated object picking without on-premise compute infrastructure.
To serve customers with cost-sensitive deployments, Aivero integrated the UFACTORY xArm 6 into their solution—selected for its exceptional price-to-performance ratio and ability to make automation economically viable in applications where it previously was not.
Today, a complete Aivero robot cell can be assembled for under $10,000 USD in hardware, opening the door to a broader range of customers.

Customer Profile

Company:

Company:

Aivero

Region:

Region:

Denmark

Application:

Application:

Bin Picking

Industry:

Industry:

Industrial Automation

Robot Used:

Robot Used:

UFACTORY xArm 6

Key Benefits

  • Superior price/performance ratio

  • Enables low-cost robot cells under 10k USD

  • Compatible with Aivero’s 3D vision and machine learning stack

  • Expands addressable customer base

Tasks Solved

  • Object detection and localization using 3D vision

  • High labor costs and workforce shortages in manufacturing

  • Handling randomly placed parts

  • Automated bin picking for customers with strict cost targets

  • Complexity of deploying flexible vision-based automation

Benefits Achieved

  • Reduced total hardware cost for a complete robot cell to under $10,000 USD

  • Extended Aivero’s reach to a wider range of customers and industries

xArm 6 positions its gripper above randomly oriented metal parts for 3D vision-guided bin picking

The Challenge

As labor shortages continue to impact industries worldwide, the demand for flexible and scalable automation is growing rapidly.
Aivero aims to help customers improve productivity and profitability by replacing repetitive, manual tasks with intelligent robotic systems powered by 3D vision and machine learning.
However, one major barrier to adoption is cost. Traditional robotic solutions often require significant upfront investment, making it difficult for many applications—especially smaller-scale operations—to achieve a viable return on investment.

Why UFACTORY

When evaluating robot arms for cost-sensitive customer deployments, Aivero needed a solution that could match the performance expectations of their cloud-based platform without inflating the total hardware cost of a robot cell. The xArm 6 proved to be the right fit.
Lowering entry barriers keeps the total hardware cost of a robotic cell under $10,000 USD, Aivero can now offer its 3D vision and cloud services to a much wider client base.
Integration flexibility ensured compatibility with Aivero’s cloud-based platform, which leverages 3D cameras and machine learning to control robots remotely and adapt to different use cases.

Aivero 3D vision bin-picking cell with an xArm 6, randomly oriented metal parts

Reviews

The xArm 6 is a great cobot that enables applications that were previously not economically viable to automate. Now, a robot cell can be constructed with hardware for less than $10,000 USD, helping us promote our 3D vision-enabled, cloud-based robot service to more customers and applications than ever before.

Aivero

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