Bucket Robotics

Bucket Robotics: Computer Vision Tools for Modern Manufacturing

Bucket Robotics makes deploying custom computer vision for manufacturing fast, easy, and reliable.

Most manufacturing cameras today are passive — they capture images but do little to help operators make decisions faster. Traditional machine vision systems are rigid, slow to adapt, and expensive to customize for each new product or process change. Meanwhile, deep learning models offer flexibility, but typically require months of hand-labeling data and specialist engineers to deploy.

At Bucket Robotics, we close that gap.

We provide AI-powered vision systems that can be customized to your parts, machines, and facilities in days — not months — with minimal setup and no need for huge image libraries. Our approach combines synthetic data generation with cutting-edge vision models, allowing manufacturers to detect defects, classify parts, and inspect assemblies faster and more cost-effectively than ever before.

Our Key Advantages:

Speed: We can generate and deploy customized vision models up to 50x faster than traditional machine vision integrators. Flexibility: Whether it's injection-molded parts, castings, textiles, or assemblies, our platform adapts to your product — not the other way around. Ease of Use: Our software provides intuitive tools for model management, defect tuning, and system integration, all without needing a dedicated AI engineering team. Edge-Ready: Our models are hardware-agnostic and designed to run reliably on embedded edge devices or industrial PCs already deployed in your facility.

Built for Manufacturers Who Need Speed and Scale

Whether you’re bringing a new product to market, scaling a line, or chasing higher quality standards, Bucket Robotics helps you upgrade your vision systems without tearing down what already works.

We partner with manufacturers across automotive, aerospace, plastics, and consumer goods sectors to make defect detection, part classification, and in-line inspection a frictionless part of their production processes. Our founding team comes from the world of autonomous vehicles and industrial robotics, with deep experience scaling reliable systems into dynamic, real-world environments.

From CAD to Detection in Minutes

If you have CAD files of your parts, we can generate synthetic training data instantly — no need to wait weeks to collect thousands of real-world images. This makes us the fastest way to spin up new defect detection models as parts change, designs iterate, or new customers arrive. Our system automatically simulates defects, surface conditions, lighting variations, and realistic production scenarios to train robust, ready-to-deploy vision models.

The Future of Manufacturing is Visual

At Bucket Robotics, we believe cameras should do more than capture images — they should understand your production lines, predict issues before they escalate, and help your teams drive higher yields. We build computer vision tools that make that future real today.

Visit us at Automate to see how Bucket Robotics is transforming manufacturing quality control, one pixel at a time.