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Physical AI & robotics data

Train agents that navigate, manipulate, and interact with the physical world. We are here to help provide reliable ground truth for hardware-deployed AI.

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How we can help

Robotic Manipulation

Grasping points, 6-DoF pose estimation, and object segmentation for warehouse sorting and assembly robots.

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Precision Activities

Element identification, complex workflows, hand pose datasets and annotations.

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Egocentric Datasets

First-person datasets with hand pose annotations. Created for embodied AI, and egocentric vision research.

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Behavior Analytics

Safety monitoring (PPE compliance), and general behavior analysis for automation.

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Path Planning

Datasets with path planning for autonomous systems - creating unique data or annotating your own.

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Multi-modal data

Validation of reasoning chains for VLM applications and other complex workflows.

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How it Works

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Sensor Strategy

We collaborate with your engineering team to define the sensor suite (RGB, Thermal, LiDAR, Depth) and data requirements for your specific hardware.

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Collection & Creation

We collect raw data using our own managed fleets or create synthetic scenarios for dangerous edge cases (e.g., collisions) that are hard to capture safely.

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3D Annotation

Our experts use Keylabs to annotate 3D point clouds, execute cuboid fitting, and perform semantic
segmentation on complex scenes.

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Domain Verification

Experts verify and confirm the quality of your data and the degree of its domain accuracy.

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Delivery

High-fidelity datasets formatted for your specific perception stack (ROS bags, JSON, etc.) and validated for physical consistency.

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Experts who help build your agents

Engineers

Specialists in robotic data, motion, 6-DoF pose estimation, and other specific niches.

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GIS Specialists

Geographers handling aerial mapping, topography, and drone surveillance data.

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Industrial Safety Officers

Professionals verifying PPE compliance and identifying workplace hazards.

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3D Labeling Specialists

Experts trained specifically in LiDAR navigation and Point Cloud segmentation.

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Biomedical Engineers

Supporting medical robotics and surgical data annotation.

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"Delivering Quality and Excellence"

The upside of working with Keymakr is their strategy to annotations. You are given a sample of work to correct before they begin on the big batches. This saves all parties time and...

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"Great service, fair price"

Ability to accommodate different and not consistent workflows.
Ability to scale up as well as scale down.
All the data was in the custom format that...

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"Awesome Labeling for ML"

I have worked with Keymakr for about 2 years on several segmentation tasks.
They always provide excellent edge alignment, consistency, and speed...

Frequently asked questions

Do you support 3D Point Cloud and LiDAR annotation?

Yes. Our proprietary platform, Keylabs, is built to handle complex 3D data, including LiDAR point clouds, cuboids, and sensor fusion tasks.

How do you handle data collection for physical environments?

We operate managed studios and field teams. Whether you need robotics data of specific terrain or staged interactions, we can organize the collection logistics.

Do you verify technical domain data?

Absolutely. We employ specific subject matter experts - like material handling experts - to verify that the labels are technically accurate.

Is my proprietary hardware data secure?

Yes. We process data in ISO 27001 certified physical studios. For highly sensitive prototypes, we work in air-gapped environments to ensure no leaks occur.