Let agents run your Scale AI labeling pipelines
QX creates tasks, monitors batches, tags work and routes results—so your ML team stops babysitting the labeling queue and ships better models faster.
Stop juggling batches, chasing annotators, and stitching results back into your pipeline. Hand it to an agent.
Spin up annotation jobs on demand
Point an agent at a folder of images, documents or LiDAR frames and it creates the right tasks with the right ontology—no more hand-crafting payloads or fiddling with the API.
Pipelines that monitor themselves
An agent watches every batch's progress, flags stalled tasks, escalates quality issues and finalizes batches as soon as they're ready—so your labeling never blocks your modeling.
The right work, on the right desk
Studio assignments, tags and priorities adjust automatically based on workload, deadlines and labeler performance—keeping your team focused on the highest-value work.
Scale AI
Real workflows, built for your team
Build workflows that chain Scale AI together with the rest of your stack. Trigger them on specific events, on a schedule, or on demand—with guardrails on every step.
ML Engineering: Auto-label new data the moment it lands
New data lands in S3
Triggered in AWS
Validate files & select ontology
Agent step
Import files into Scale
in Scale AI
Create annotation tasks in a batch
in Scale AI
Finalize the batch
in Scale AI
Notify the ML team
Alert via Slack
QX agents can create labeling tasks, monitor batches, assign work to your team—and a lot more
+ 33 more actions
About Scale AI
Scale AI is a leading data platform for AI, providing high-quality labeling and annotation services for image, video, document, text and LiDAR data. Trusted by frontier model labs, autonomous vehicle companies and enterprises, its rich API and global workforce make it a natural fit for automated data pipelines.
About QX Labs
QX is an AI agent platform that helps you build, run and scale AI across your team in a few clicks. Create agents that connect to your data and 1,000+ apps, building institutional memory that gets sharper every run. Then delegate tasks to them from where you already work—Slack, Teams, WhatsApp or email.
See Scale AI working inside your stack
Want an AI co-worker that runs your labeling pipelines for you? Book a demo call to discuss your use cases, or get started for free.
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