Data Collection·Labeling·Model Evaluation·Dataset Marketplace

High-quality training data
for frontier AI

One auditable data factory pipeline — from collection and labeling to model evaluation and ready-to-use datasets. Fully traceable, reproducible and available on demand.

Browse datasets Talk to sales
0
Standard datasets on sale
0
Active collection batches
0
Delivery formats
0
Cities covered

Live platform metrics

Real operating numbers instead of fabricated case studies — the same figures shown in our operations console.
0
Annotators online
0
Tasks completed today
0 min
Average review time
0%
First-pass accuracy
0
Collection cities
Demo values. Wired to GET /api/metrics/public in production — see the developer docs.

What we deliver

Three production lines sharing one task engine, one QA rule set and one data asset repository.
Product overview →
🎬

Data Collection

In-house scene-based collection and cleaning: robotics, retail, roadside and more — batch progress visible in real time.

See the pipeline →
✏️

Data Labeling

Video rating, trajectory labeling, 6DoF point clouds and text extraction. Auto QA plus human review.

Explore labeling →
📊

Model Evaluation

Publish evaluation tasks, collect multi-dimension ratings, get consistency statistics and auto-generated reports.

See evaluation →
🛒

Dataset Marketplace

Ready-to-use datasets with specs, quality reports and free samples. LeRobot / HDF5 / CSV and more.

Browse datasets →

Featured datasets

Public browsing, purchase after sign-in. Every package ships with a specification sheet and a QA report.
All datasets →

Industry solutions

Configurable data plans per industry: recommended specs, delivery cycle and acceptance criteria.
All solutions →
🤖

Robotics & Embodied AI

Multi-embodiment manipulation data with trajectories, keypoints and force feedback ground truth.

View solution →
🛡️

Content Safety

Reproducible compliance evaluation sets with measurable annotator agreement.

View solution →
🚗

Autonomous Driving

Road-test video and multi-camera point cloud labeling, including long-tail scenarios.

View solution →
📄

Finance & Risk

Multi-modal extraction from annual reports, prospectuses and research papers with OCR ground truth.

View solution →

Developer center

Wire databurger into your training pipeline: search datasets, pull samples, create tasks, subscribe to delivery webhooks.
  • Dataset search and signed sample downloads
  • Task creation and batch progress polling
  • Webhooks and object-storage sync (S3-compatible)
  • Self-service API keys with usage metering
Read the API docs Developer center

Resources

Data standards, whitepapers and engineering notes from real delivery post-mortems.

Embodied AI training data whitepaper

Collection specs · time sync · acceptance checklist

Writing an executable labeling standard

Decision trees · agreement thresholds · templates

LeRobot vs HDF5 vs RLDS

Format comparison · decision tree · migration cost

Tell us about your scenario

Share your data type, scale and acceptance criteria. We reply with a delivery plan within one business day.

Request a quote Customer stories