Encord

Encord is a multimodal AI data development platform designed to help organizations manage, curate, annotate, and evaluate large-scale datasets. It supports a wide range of data types including images, video, audio, text, DICOM, and LiDAR. Encord enables AI teams to streamline data workflows, improve model performance, and accelerate deployment of production-ready AI applications.

Features

• Unified platform for multimodal data management and annotation
• Advanced label editor with customizable workflows
• Natural language and embeddings-based search
• Role-based access control and enterprise-grade security
• Integration with cloud storage (AWS, GCP, Azure) and MLOps tools
• SDK and API access for automation and scalability
• Organization Analytics dashboard for strategic data operations insights

Capabilities

• Upload and manage petabyte-scale datasets
• Curate high-quality data using 40+ metrics and metadata filters
• Automate annotation with AI agents and foundation models
• Validate and compare model performance with active learning workflows
• Detect and correct label errors using vector embeddings and predictions
• Visualize data outliers and gaps with custom embedding plots
• Monitor team productivity and annotation quality across projects

Benefits

• Accelerates AI model development and deployment
• Improves annotation accuracy and model performance
• Reduces data bias and enhances dataset balance
• Saves time and costs on data preparation and labeling
• Enhances collaboration and governance across teams
• Provides strategic visibility into data operations and ROI
• Ensures compliance with SOC2, HIPAA, and GDPR standards