Dataloop
What is Dataloop?
Dataloop is an AI development platform for managing unstructured data, creating human-in-the-loop pipelines, training and deploying models, and building AI applications. It combines data management, annotation, model operations, workflow orchestration, and managed compute in one environment.
Key Capabilities
- Data management: Connects cloud and on-premises storage, indexes unstructured data, supports metadata search, dataset versioning, preprocessing, and embedding-based retrieval.
- Annotation workflows: Provides annotation tools and task-management workflows for image, video, text, audio, LiDAR, and multimodal datasets.
- Model operations: Supports model versioning, experimentation, fine-tuning, comparison, deployment, and production operations.
- Automation pipelines: Uses event-driven, low-code or Python-based pipelines to combine data, models, functions, quality assurance, and human feedback.
- AI application development: Includes a function-as-a-service environment, prebuilt components, marketplace templates, and managed compute for building AI applications, retrieval-augmented generation (RAG) workflows, and agents.
Audience & Use Cases
- Audience: Data engineers, machine-learning engineers, data scientists, AI application developers, and AI operations teams.
- Use Case: Supports end-to-end AI development for computer vision, multimodal AI, RAG systems, active learning, reinforcement learning from human feedback (RLHF), and production AI applications.
Technical Specifications
- Data types: Image, video, text, JSON, LiDAR, audio, PDF, geographic information system (GIS), and multimodal data.
- Interfaces: Graphical workflow builder, REST API, Python SDK, command-line interface, and marketplace components.
- Deployment: Managed serverless and Kubernetes-powered compute for functions, pipelines, models, and applications.
- Governance: Dataloop states that the platform supports role-based access control, single sign-on, two-factor authentication, AES-256 encryption, and activity audit trails.
- Dataloop is a solution from Dell Technologies, since the December 2025 acquisitions.
Categories & Use Cases
Product Demos
Technical Details
| Mobile Application | No |
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FAQs
What is Dataloop?
Dataloop is an AI development platform for managing unstructured data, creating human-in-the-loop pipelines, training and deploying models, and building AI applications. It combines data management, annotation, model operations, workflow orchestration, and managed compute in one environment. Dataloop is a solution from Dell Technologies, since the December 2025 acquisitions.