The annotation platform built to cut cost and error, not just speed
A self-serve annotation platform that uplifts training and quality effectiveness, and reduces the scope of error and cost of annotation.
Annotation Factory is live today. If you run your own annotation workflows and want a platform built around quality from the ground up — not just throughput — register and start now.
Built for quality, not just volume
Most self-serve annotation tools optimize for how fast you can move data through. Annotation Factory is built around reducing the two things that actually cost you money down the line: errors that make it into your training data, and the cost of catching them late. Faster only matters if what comes out the other end is actually usable.
What you get
Guided Workflows
Pre-built annotation workflows based on the same standards behind our Managed Services engagements.
Access To Our Annotator Network
Tap into the same diverse annotator pool used across Managed Services, sourced from the markets your model actually needs to understand.
Built-in Quality Guides
Clear, task-specific guidance for annotators, built to reduce the ambiguity that causes inconsistent labeling.
Task and Project Management
Organize annotation work by project, task type, and priority, without needing a separate tool layered on top.
Reduced Error Rate by Design
The platform is structured to catch errors earlier in the workflow, before they compound into expensive retraining problems.
Export Flexibility
Get your annotated data in the format your training pipeline already expects, no manual reformatting required.
From registration to export
Register
Sign up and get access to your workspace.
Set up Your Workflow
Bring your own guidelines or start from a template.
Annotate and Validate
Run your batches through the platform, with built-in quality checks along the way.
Export
Pull your finished data in the format your pipeline needs.
Already Live, Already Growing
Over 300 contributors have registered since launch, and every one of them is still active. We're building this in the open, based on real usage, not a beta waiting to happen.
Where Your Data Actually Goes
Your data and your workflows stay yours. Standard encrypted handling, clear access controls, and no use of your data beyond your own project.
Common questions
Is Annotation Factory actually live?
Yes. It's live today, and registrations are open right now.
How is this different from Managed Services?
Managed Services means we run the annotation process for you end-to-end. Annotation Factory is self-serve: you run your own workflows, with our platform and annotator network behind you.
Does this include IPE?
IPE is offered as an add-on inside the platform, or on the side.
What happens after I register?
You get access to your workspace and can set up your first annotation workflow right away.
Looking at Labelbox or another self-serve platform?
Most self-serve tools hand you a workspace and leave quality entirely up to your own team. Annotation Factory is built to reduce error and cost by design, not just give you a canvas to work in. If you're comparing options, ask what happens to your error rate once your own team gets stretched thin.
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