How real-world data programs run at Veda
A repeatable five-stage operating model engineered for compliance, throughput, and dataset quality at industrial scale.
- 01
Requirement analysis
We align on dataset requirements, recording standards, compliance expectations, and workflow categories before any field operation begins.
- 02
Workforce deployment
Trained participants and wearable recording systems are deployed to commercial sites and operational environments.
- 03
Video collection
Real-world egocentric recording inside live commercial and operational environments at production scale.
- 04
Internal QA & compliance
Quality review, hand visibility validation, privacy checks, and compliance filtering before any data leaves our pipeline.
- 05
Dataset delivery
Secure, structured dataset delivery to enterprise clients in training-ready formats.
Let’s build your dataset pipeline
Partner with our team to secure high-fidelity, real-world data at scale for the next generation of robotics and embodied AI models.