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Encord

Multimodal data platform for managing, curating, annotating physical AI data at scale.

Updated April 2026

Overview

Website
encord.com
Segment
Data Labeling & Annotation

Product overview

Encord provides a unified platform for data management (Index), annotation across video, LiDAR, audio, text, and sensor data, model evaluation (Active), and alignment workflows like RLHF. Used by 300+ AI teams including Toyota, Zipline, Skydio, UiPath for robotics, autonomous vehicles, drones, and smart spaces. Distinct for native multimodal support from ground up, petabyte-scale handling without data migration, and end-to-end pipeline in one toolset.

Revenue model

Subscription tiers: Starter (individuals/small teams), Team (scaling teams), Enterprise (multi-team, SSO, VPC, SLA); specific pricing customized/undisclosed publicly.

Moat

  • Proprietary Technology
  • Scale Advantages
  • Switching Costs
  • Data Flywheel

Encord's key competitive moat is its AI-native data infrastructure platform that provides end-to-end automation, curation, annotation, and management for multimodal data, particularly in physical AI applications, enabling seamless integration and scalability across the ML lifecycle.