Run inference and training on Bright Data's global network of consumer devices. Submit a batch, a real-time request, or a training job — the platform handles placement, pipelines, and results at fleet scale.
Point the API at your data — inline items, a manifest, a storage folder, or a zip — and the scheduler fans it out across the fleet. Runs survive restarts, results are durable, and progress is visible from the first item.
A curated catalog of permissively-licensed models runs out of the box: image classification, open-vocabulary labeling, Whisper speech-to-text. Or upload your own — versioned, account-scoped, one model behind many projects.
Real-world data isn't tensors. The platform decodes, extracts, segments and normalizes server-side — videos become audio, PDFs become pages, speech becomes utterances — before the fleet ever sees a task.
Tell us what you're building. We'll set up your account, configure your first project with you, and validate it on the fleet before you run at scale.