Custom AI · New

Label any document, your way

Define your own label taxonomy for any PDF. Build labels with names, colors, and hierarchies tailored to your document type — then auto-label at scale.

No signup · First 5 pages free · JSON / Markdown export

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Drop any PDF here to start labeling
Proprietary forms · Internal reports · Industry-specific documents · Any layout · PDF up to 50 pages
0 files selected
🛡 SOC 2 ready
🔒 Encrypted transit
🎨 Unlimited labels
{ } JSON / Markdown
How it works

Three steps to your own labeled data

Start with a blank taxonomy. Build labels around your document. Export training data that fits your model.

1

Upload

Drop any PDF — scanned or native. Proprietary forms, internal reports, industry-specific paperwork, novel formats. Anything.

2

Define labels

Create your own label taxonomy in the visual editor. Assign names, colors, and hierarchical relationships tailored to your document type.

3

Apply & export

Auto-segment the document, apply your custom labels, and export structured JSON or Markdown ready for PyTorch, TensorFlow, or Hugging Face.

Use cases

Perfect for documents that don't fit standard categories

When pre-configured domain models fall short, custom labeling takes over.

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Proprietary Business Documents

Internal reports, memos, workflow forms, and business paperwork unique to your organization or vertical.

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HR & Employment Records

Employment contracts, benefits documents, performance reviews, and workforce paperwork with firm-specific structures.

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Insurance Claims & Policies

Custom claim forms, policy documents, adjuster reports, and specialty coverage documentation.

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Government & Compliance Filings

Regulatory submissions, permits, jurisdiction-specific forms, and public sector documentation.

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Historical & Archived Docs

Legacy formats, digitized archives, and non-standard historical layouts requiring bespoke label schemas.

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Industry-Specific Forms

Media, hospitality, manufacturing, energy, agriculture — any format that doesn't fit standard document categories.

Built for ML pipelines

Drop straight into your stack

Compatible with the frameworks and tools your team already uses.

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PyTorch
TensorFlow
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Hugging Face
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LayoutLMv3

Start labeling now

No credit card. No signup. First 5 pages free.

Upload Your PDF →
FAQ

Questions, answered

Everything you need to know before you start.

What is custom labeling?
Custom labeling lets you define your own label taxonomy for any PDF document type — with your own label names, colors, and hierarchical relationships. The tool auto-segments the document, applies your custom labels via a visual editor, and exports structured training data ready for your ML pipeline.
When should I use custom labeling instead of a pre-configured domain?
Choose custom labeling when your documents don't fit standard categories — proprietary business forms, industry-specific paperwork, novel research formats, internal reports, or any document type where you need labels tailored to your ML use case rather than a generic taxonomy.
How do I define a custom label taxonomy?
Create labels directly in the visual editor. Assign each label a name, a display color for visual distinction, and optional hierarchical relationships. Save the taxonomy and reuse it across every document in your dataset for consistent labeling at scale.
Can I save and reuse my custom label schemas?
Yes. Custom label taxonomies can be saved as reusable templates and applied across your entire document set. Enterprise plans also support versioning, team sharing, and programmatic schema management via API.
Is the tool free?
Yes. Define custom labels and process your first 5 pages without an account. Larger batches, saved taxonomies, and API access are available on paid plans.
Is my data secure?
Yes. Documents are processed over encrypted connections, never used for model training without explicit consent, and can be deleted immediately after labeling. Enterprise plans include SOC 2 compliance and private deployment options suitable for proprietary or sensitive document workflows.
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