Training-ready data pipeline
for robot learning.
Every teleop session - data collection or intervention - automatically outputs structured, labeled data straight into your ML pipeline.
Every teleop session - data collection or intervention - automatically outputs structured, labeled data straight into your ML pipeline.
No cleaning. No reformatting. Forge turns every teleop session into ML-ready episodes that plug directly into your pipeline.
Structured, formatted datasets that plug directly into your training workflows. No cleaning, no reformatting - your engineers use them instantly.
Automatically identify the most valuable demonstrations and edge cases across your dataset. Surface the data that moves your model forward.
Direct integrations with your build and training infrastructure. Data flows from collection to model training without manual steps.
Labels and metadata matched to your model architecture. Structured annotation your training code expects, out of the box.
Forge plugs into the same dataset and event bus as Proxy Cloud. Kick off an imitation or VLA training run with one command - Forge handles distributed training, eval, and rollback.
Our team will reach out within 24 hours to schedule your demo.