Groundlight is a computer vision platform that enables developers to build reliable visual applications - no machine learning expertise required.

Do I need ML expertise to use Groundlight?

No. Groundlight abstracts away the complexity of computer vision. You can simply describe what you want in plain language.

How does Groundlight AI work?

Your images are first analyzed by ML models that are automatically trained on your data. If those models have high enough confidence, that's your answer. But if the models are unsure, then the images are progressively escalated to more resource-intensive analysis methods up to real-time human review. What you get is a computer vision system that starts working right away without first needing to gather and label a dataset. Initially, it will operate with high latency because people need to review the image queries, but over time, the ML systems will learn and improve so queries come back faster with higher confidence.

What are some typical applications for Groundlight AI?

Some common applications and sectors we see often are: industrial, process control, inspections, mobile robot inspections, warehouse safety, and SOP monitoring.

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Is the path blocked?

Queries are built in natural language and map to your business value. No complex coding or labeling, just write the question that matters to you.

The answer is NO

Is any bottle missing a cap?

Implement a new process? Groundlight models work on day 1.

The answer is NO

Is the pipe leaking?

No need to retrofit your entire facility. Vision is the ultimate sensor. Point a camera, type a query, get answers.

The answer is YES

Are all workers wearing a safety harness?

Groundlight models learn on the fly and adapt to changing environments. This model continues to work even if you get different color harnesses.

The answer is YES

Build custom computer vision applications

With just a few lines of code, Groundlight makes it easy to build reliable visual applications. With automatic model tuning, built-in 24/7 human annotation, and support for fast edge inference, get accurate results from day one.

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Enterprise-ready vision AI solutions

Transform any camera into an intelligent sensor for real-time insights, automation, and smarter decisions. Seamlessly integrate enterprise-grade AI to enhance efficiency and safety — no lengthy development cycles required.

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Explore use cases

Reliable vision AI for robotics

Enable your robot to work in any environment. With Groundlight’s Python SDK and an easy-to-use ROS2 package, deploy reliable vision applications effortlessly across any robotic system.

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Check out our developer documentation

As simple as an API call and a natural-language question. Now, any developer can build computer vision functionality, no ML or computer vision expertise required.

What our customers say

“Groundlight's technology has been a game-changer for our quality control and inspection process”.

Quality Manager at Fortune 500 Manufacturer

“Groundlight can inspect our products and monitor our processes without the development overhead of a typical industrial solution”.

Owner, Small Manufacturing Business

“We've spent 10 years looking for a way to automate the inspection of camera installations. Groundlight Hub verifies camera health daily for a fraction of the cost of manual checks”.

Principal, Security Managed Service Provider

How it works

End-to-end computer vision

01
Natural-language queries
Rather than complex programming, simply ask the question that maps to your business value.
02
Results on day 1
Other computer vision solutions take weeks or months to deploy. Groundlight starts delivering answers immediately, without a pre-existing dataset, using a combination of proprietary ML models plus an advanced escalation architecture.
03
Real-time escalations
Groundlight’s proprietary escalation architecture continuously solves for edge cases in real time. This ensures robust results in dynamic environments.
04
Invisible MLOps
Our ML experts and escalation infrastructure continuously audit model performance so you don’t have to. Models are always being updated using the latest data and science.
05
Security and privacy
Groundlight utilizes industry-standard security and privacy best practices to secure and protect your data. Any data captured, stored, or processed by Groundlight is encrypted.

Integrations and compatibility

Groundlight is compatible across major development platforms and available through a REST API or Python SDK. Enjoy easy deployments using Arduino, Raspberry Pi, or any number of hardware kits.