Unitlab Product Documentation
Operate Unitlab from source ingestion through governed multimodal annotation and reproducible delivery.
Operate Unitlab from source ingestion through governed multimodal annotation and reproducible delivery.
This documentation is organized around the objects and responsibilities a production team operates: data, datasets, projects, annotations, multimodal context, ontologies, workflows, queues, releases, collaboration, security, and workspaces. It is grounded in the current Unitlab platform source dated July 29, 2026 and current product screens.
Unitlab helps AI teams curate, annotate, manage, version, and prepare multimodal training data at enterprise scale. This overview shows connected video, document, audio, image, workflow, review, and versioned dataset operations in one enterprise platform.
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Orient the team, understand the object model, and prove one end-to-end cycle.
Data
Ingest, organize, curate, group, and explore durable source data.
Datasets
Publish reusable membership versions and control project attachments.
Projects
Configure the operating boundary for policy, work, quality, and delivery.
Annotations
Use the shared Workbench and modality-native editors.
Multimodal Annotations
Preserve multiple views or modalities as one contextual work unit.
Ontologies
Govern classes, geometry, properties, relations, validation, and schema versions.
Workflows
Design human, model, review, rework, and completion routes.
Queues
Allocate, prioritize, monitor, and recover individual and batch work.
Releases
Freeze approved output and validate it downstream.
Collaboration
Coordinate members, roles, assignments, feedback, and ownership.
Security
Protect identities, credentials, sensitive data, and privileged operations.
Workspaces
Govern the top-level resource, identity, storage, and capacity boundary.
Unitlab configuration is connected. Changes to source membership, Data Groups, ontology, workflow, permissions, models, or export mapping can affect active work and downstream data. Validate material changes on a controlled cohort and retain an operational record.
Related Unitlab capability guides: enterprise data annotation workflows