Blog

Notes from the team

Field notes, lessons learned, and opinions we hold strongly. Written by the people who run the programs.

Latest

Latest from the team

Most recent posts first. Click any title to read.

Robot Training Data

Task Segmentation for Long-Horizon Demonstrations: Labeling Sub-Skills and Primitives

October 28, 2026

Multimodal Sensor Capture

Audio in Robot Learning: Why Microphone Data Belongs in Your Multimodal Dataset

October 27, 2026

Industry Use Cases

Training Data for Surgical Robots: HIPAA, Precision, and Scale

October 26, 2026

Multimodal Sensor Capture

Multi-Camera Rig Calibration for Robot Data: Intrinsics, Extrinsics and Hand-Eye Calibration

October 26, 2026

Multimodal Sensor Capture

Tactile Sensing Data for Robot Learning: What to Capture and How to Log It

October 23, 2026

Multimodal Sensor Capture

Multimodal Sensor Synchronization: Hardware Triggers, PTP and Timestamp Drift

October 22, 2026

Human demonstrations

Demonstration Diversity: How Many Operators, Scenes and Object Variations Does a Skill Need?

October 21, 2026

Human demonstrations

Cross-Embodiment Retargeting: Turning Human Demonstrations into Robot-Executable Trajectories

October 20, 2026

Human demonstrations

Motion Capture Gloves vs Camera-Based Hand Tracking for Human Demonstration Data

October 19, 2026

Human demonstrations

Handheld Demonstration Grippers: Collecting Robot Training Data Without a Robot

October 16, 2026

Teleoperation Data

Safety Layers for Teleoperation Data Collection: Joint Limits, Collision Checks and E-Stops

October 15, 2026

Teleoperation Data

Operator Variability in Teleoperated Datasets: How Style Bias Affects Imitation Learning

October 14, 2026

Talk to the team behind the blog

The same people writing these posts are scoping your program. Solutions engineer response within one business day.

Blog

Notes from the team

Latest

Latest from the team

Task Segmentation for Long-Horizon Demonstrations: Labeling Sub-Skills and Primitives

Audio in Robot Learning: Why Microphone Data Belongs in Your Multimodal Dataset

Training Data for Surgical Robots: HIPAA, Precision, and Scale

Multi-Camera Rig Calibration for Robot Data: Intrinsics, Extrinsics and Hand-Eye Calibration

Tactile Sensing Data for Robot Learning: What to Capture and How to Log It

Multimodal Sensor Synchronization: Hardware Triggers, PTP and Timestamp Drift

Demonstration Diversity: How Many Operators, Scenes and Object Variations Does a Skill Need?

Cross-Embodiment Retargeting: Turning Human Demonstrations into Robot-Executable Trajectories

Motion Capture Gloves vs Camera-Based Hand Tracking for Human Demonstration Data

Handheld Demonstration Grippers: Collecting Robot Training Data Without a Robot

Safety Layers for Teleoperation Data Collection: Joint Limits, Collision Checks and E-Stops

Operator Variability in Teleoperated Datasets: How Style Bias Affects Imitation Learning

Talk to the team behind the blog

DATA SERVICES

PLATFORMS

HOW WE COLLECT

SOLUTIONS

COMPANY

RESOURCES