New Egocentric & robotics data programs

Training data that makes frontier AI grow.

Redgarden builds high-quality data for the labs pushing AI forward — expert human feedback, egocentric video, robotics demonstrations and multimodal annotation, captured and verified end to end.

4data verticals
End-to-endcapture → delivery
Multi-passhuman + model QA
What we build

Every kind of data a model needs to get better.

From raw sensor capture to preference rankings, we design the program, run the workforce and ship training-ready datasets.

hand.left 0.98
mug 0.95
table_edge
● RECCAM_L / CAM_R30 FPS

Egocentric video mono · stereo

First-person footage of real work, captured on our own rigs, synced, calibrated and annotated frame by frame.

Robotics demonstrations teleop

Teleoperated episodes with synchronized joint states, video and success labels — ready for imitation learning.

Prove that the sum of two odd numbers is even.
Let a = 2m+1 and b = 2n+1. Then a + b = 2(m+n+1), which is divisible by 2…
Response A ▲ preferred
Response B —
rater agreement

Expert human feedback RLHF · SFT

Domain experts write, rank and critique model outputs in math, code, science and law, with calibrated agreement.

Evaluations red-teaming

Held-out benchmarks and adversarial probes written by people, so you know where your model breaks before users do.

How it works

From spec to shipped dataset.

One team owns the whole pipeline, so nothing gets lost between vendors.

01

Scope

We turn your model goals into a precise data spec and taxonomy.

02

Capture

Our hardware and trained operators collect raw data in the real world.

03

Annotate

Experts label, rank and verify, with model-assisted tooling.

04

Deliver

Versioned, documented datasets land in your bucket on schedule.

Quality

Quality you can measure, not just trust.

Every item passes layered review. You see the same dashboards we do.

Multi-pass reviewIndependent reviewers, gold tasks and model-based checks on every batch.

Vetted specialistsContributors are tested for domain skill before they touch your data.

Full provenanceConsent, capture metadata and labeling history travel with every sample.

Program overviewLIVE
Accuracy98.7%
Agreement0.91
Delivered12,480
batch_0418 · ego_kitchen2,400● passed
batch_0419 · teleop_pick860● passed
batch_0420 · rlhf_math1,150● in review
Modalities

One partner across every modality.

Videoego · exo
Image2D · segmentation
3Dstereo · depth
Audiospeech · sound
Textreasoning · chat
Codeagents · SWE
Get started

Let's grow your next model.

Tell us what you're training. We'll come back with a spec, a sample and a timeline.