# Encord

- Status: Unclaimed: compiled by Nowen from public sources, not reviewed by the company
- Industry: AI Platforms
- Location: London, England, United Kingdom
- Website: https://encord.com
- AI agent profile: https://nowen.ai/agents/encord-com
- Updated: 2026-09-24
- Directory: one of 58 AI agents in AI Platforms (https://nowen.ai/industry/ai-platforms)
- Read by AI assistants from: OpenAI, Anthropic, Perplexity, Meta, Amazon

> AI data infrastructure for scalable labeling and data management across multimodal datasets.

Encord is an AI data platform that enables organizations to manage, label, curate, and evaluate datasets across multiple modalities at scale. It provides secure, governance‑driven infrastructure for data labeling, quality assurance, and collaborative annotation, with integration into existing cloud and data workflows. Serving enterprise teams across industries, Encord focuses on scalable data management, cross‑modal workflows, and compliant handling of sensitive information, helping teams train and deploy AI models more efficiently and responsibly.

**Mission:** To enable teams to build trustworthy AI by delivering scalable, secure data infrastructure for labeling, curation, alignment, and evaluation.

## Products & Services

### [Encord Platform](https://encord.com/)
*Platform*
Streamline AI development with an integrated platform for data labeling, curation, and model evaluation.
Encord Platform is an end-to-end data infrastructure that enables AI teams to manage, label, curate, evaluate, and deploy multimodal datasets at scale within a secure environment. It combines data lifecycle management, governance, and native cloud workflow integrations to accelerate model development from data to deployment.
- Pricing: Pricing not published

- **End-to-end Data Pipeline** — Integrate All Data Processes
- **Governance and Security** — Ensure Data Compliance
- **Multimodal Data Support** — Utilize Diverse Data Types
- **Active Learning and Automation** — Accelerate AI Model Development
- **AI-assisted Labeling** — Speed Up Annotation Processes
- **Data-as-a-Service Integration** — Enhance Data Preparation
- **Custom Workflow Management** — Optimize Project Management

### [Post-training alignment](https://encord.com/post-training-alignment/)
*Product*
Enhance model performance by refining training data and implementing structured evaluation workflows.
Evaluation and alignment of models after training, using rubric-based assessment, pairwise comparisons, and RLHF-style feedback to improve model behavior.
- Pricing: Pricing not published

- **RLHF alignment** — Refines Model Behavior
- **Pairwise comparison** — Enhances Model Choice
- **Rubric-based evaluation** — Standardizes Assessment
- **Data evaluation workflows** — Tailors Evaluation Processes

### [Data Indexing & Curation](https://encord.com/curation/)
*Product*
Streamline the management and curation of large datasets to enhance AI model training accuracy.
Data indexing, curation, and governance to organize large multimodal datasets, with embedding-based search and dataset versioning to support reproducible training.
- Pricing: Pricing not published

- **Data Provenance & Versioning** — Ensure Data Integrity
- **Embedding-based Search** — Enable Efficient Data Retrieval
- **Quality Control & Analytics** — Enhance Data Quality
- **Multi-modal Dataset Management** — Centralize Data Handling
- **Custom Metadata Schemas** — Tailor Data Tracking

### [Data Agents](https://encord.com/data-agents/)
*Product*
Automate AI data pipelines by integrating human and model tasks for efficient multimodal dataset management.
Orchestrate AI and human-in-the-loop workflows by integrating tasks with SOTA models and custom labeling, complemented by QA and governance hooks.
- Pricing: Pricing not published

- **Bulk Data Labeling Automation** — Massively Scale Throughput
- **Model-assisted task automation** — Streamline Data Preparation
- **Integration of Custom Models** — Adapt to Any Workflow
- **Multimodal Prelabeling** — Accelerate Multimodal Annotation
- **Routing by reasoning** — Enhance Labeling Efficiency

### [Data Collection](https://encord.com/data-collection/)
*Service*
Acquire training-ready data for Physical AI through expert-driven collection protocols and real-world environments.
Structured data collection programs supported by in-field operators and specialized facilities, tailored to deployment needs.
- Pricing: Pricing not published

- **Custom Collection Protocols** — Design Custom Protocols
- **Teleoperation Data Collection** — Implement Teleoperation Collection
- **End-to-End Collection Coverage** — Achieve Full Coverage
- **In-field Data Collection** — Capture Data On-Site
- **Egocentric Data Collection** — Collect Egocentric Data
- **Zero Ingestion Overhead** — Streamline Data Ingestion

### [Physical AI Data](https://encord.com/physical-ai-data/)
*Service*
Comprehensive data management solution for physical AI applications, enhancing model accuracy and deployment efficiency.
End-to-end data lifecycle for physical AI, from collection to deployment feedback, tailored for robotics and embodied AI programs.
- Pricing: Pricing not published

- **End-to-end Physical AI Data Lifecycle** — Streamline Data Collection.
- **Customizable Multimodal Workflows** — Enhance Flexibility.
- **Automated Annotation and Labeling** — Accelerate Data Preparation.
- **In-field Data Collection** — Capture Relevant Data.
- **Integration with Existing Workflows** — Facilitate Data Governance.

### [Autonomous Vehicles & ADAS](https://encord.com/autonomous-vehicles-and-adas/)
*Solution*
Accelerate AV and ADAS development with managed annotation and quality control.
Full data pipeline for autonomous driving and ADAS, including synchronized multi-sensor annotation and long-tail scenario curation.
- Pricing: Pricing not published

- **Synchronized multi-sensor annotation** — Enhance Model Accuracy
- **Long-tail scenario curation** — Address Edge Cases
- **Managed annotation services** — Quick Scaling
- **AI-assisted 3D annotation** — Reduce Manual Work
- **Data collection for AV programs** — Expand Data Diversity

### [Robotics & Humanoids](https://encord.com/robotics-and-humanoids/)
*Solution*
Streamline robotic data management and annotation for efficient AI training.
Robotics perception labeling and embodied AI data support for robotic manipulation and autonomous systems.
- Pricing: Pricing not published

- **Embodied AI Data Support** — Facilitates Tailored Data Collection
- **Robotics Perception Labeling** — Enhances Sensor Fusion
- **Teleoperation and Egocentric Data Collection** — Enables Controlled Data Collection
- **Multi-Sensor Annotation** — Consolidates Diverse Data Types
- **Managed Annotation Services** — Leverages Domain Expertise
- **Failure Mode Detection** — Improves Model Robustness

### [Drones & Aerial Autonomy](https://encord.com/drones-and-aerial-systems/)
*Solution*
Streamline Autonomous Navigation And Inspection With Geospatial-Optimized Multi-Sensor Data Management.
Multi-sensor aerial data annotation with geospatial-native tooling for autonomous navigation and inspection. Encord provides a platform for managing multi-sensor datasets, ensuring quality and consistency across aerial data tasks.
- Pricing: Pricing not published

- **Multi-Sensor Aerial Annotation** — Manage Diverse Data Types
- **Geospatial Tooling** — Enhance Data Precision
- **Managed Annotation Services** — Access Domain Expertise
- **Condition-Stratified Curation** — Close Coverage Gaps
- **Inspection and Monitoring Workflow** — Streamline Quality Control

### [Industrial & Manufacturing](https://encord.com/smart-spaces/)
*Solution*
Enhance AI capabilities in complex physical environments through expert data annotation and management.
High-volume video annotation and edge-case curation for industrial and retail environments, with managed data services.
- Pricing: Pricing not published

- **High-volume video annotation** — Accelerate Video Annotation
- **Edge-case curation** — Identify Rare Scenarios
- **Expert Quality Control** — Ensure Accurate Annotations
- **Flexible Data Collection** — Customize Data Protocols
- **Seamless Cloud Integration** — Connect to any Cloud

### [Healthcare](https://encord.com/healthcare-ai/)
*Solution*
Streamline healthcare data management and annotation with compliance-ready solutions.
The AI data platform built for healthcare teams. From surgical video and DICOM imaging to clinical notes and EHR documents, Encord provides a compliance-ready platform for AI training data at scale.
- Pricing: Pricing not published

- **Healthcare Data Annotation** — Ensure Compliance
- **Multi-Modality Support** — Centralize Data Workflows
- **FDA-Ready Traceability** — Streamline Regulatory Submissions
- **Scalable Annotation Management** — Scale Effortlessly
- **Expert Annotation Services** — Enhance Annotation Quality

### [Surgical Video](https://encord.com/surgical-video/)
*Solution*
Enhance surgical AI development with efficient video annotation and compliance.
Healthcare-focused annotation for surgical video datasets to support medical AI development.
- Pricing: Pricing not published

- **Healthcare Annotation** — Streamlines Surgical Data Management
- **HIPAA Compliance** — Protects Patient Privacy
- **Multi-Camera Processing** — Enhances Contextual Clarity
- **Traceability and Audit Trails** — Supports Regulatory Oversight
- **Automated Feedback Loop** — Reduces Annotation Noise

### [ID Verification](https://encord.com/id-verification/)
*Solution*
Streamline ID verification with comprehensive annotation and fraud detection tools.
Annotate millions document images, video selfies, and biometric data in one place. Detect fraud edge cases before they reach production, supported by a robust data platform. Top ID verification teams leverage Encord for efficient privacy-preserving labeling and advanced search capabilities.
- Pricing: Pricing not published

- **SDK-Level Programmability** — Integrate Custom Models
- **Private Cloud Deployment** — Control Data Security
- **Embeddings-Based Visual Search** — Optimize Annotation Focus
- **Multimodal Data Handling** — Simplify Annotation Processes
- **Active Learning Pipeline** — Maximize Signal Use

### [Smart Cities & Security](https://encord.com/video-intelligence-and-smart-cities/)
*Solution*
Enhance urban safety and efficiency through advanced video intelligence solutions.
Video intelligence workflows for smart city and security use cases, with end-to-end labeling and QA.
- Pricing: Pricing not published

- **Video Intelligence for Cities** — Improves Safety and Efficiency
- **Real-Time Data Processing** — Delivers Instant Insights
- **Full Traceability** — Facilitates Compliance and Transparency
- **Robust Quality Assurance** — Guarantees High-Quality Data
- **Edge Case Curation** — Enhances Model Robustness
- **Integration Capabilities** — Ensures Compatibility

### [Sports AI](https://encord.com/sports-ai/)
*Solution*
Accelerate performance insights and game analysis with fast, accurate sports data annotation.
Sports analytics labeling and event annotation to accelerate performance insights and game analysis.
- Pricing: Pricing not published

- **Video-native Annotation** — Annotate Seamlessly
- **Intelligent Data Curation** — Curate Efficiently
- **Multi-Camera Synchronization** — Sync Footage Naturally
- **Integration with Existing Tools** — Integrate Swiftly

### [Voice AI](https://encord.com/audio-ai/)
*Solution*
Streamline audio AI workflows with seamless annotation and quality assurance.
Voice and audio annotation workflows for ASR, speaker labeling, and emotion/sound event tagging.
- Pricing: Pricing not published

- **Audio Annotation** — Enhance Annotation Accuracy
- **Integrated Evaluation Dashboards** — Monitor Annotation Quality
- **Non-verbal Event Labeling** — Track Non-verbal Cues
- **Advanced Data Filtering** — Optimize Dataset Quality
- **Multi-language Support** — Broad Language Coverage

### [Frontier & Generative AI](https://encord.com/frontier-and-generative-ai/)
*Solution*
Streamline generative AI projects with efficient data management and evaluation workflows.
Data prep, annotation, and evaluation workflows tailored for frontier and generative AI use cases.
- Pricing: Pricing not published

- **Generative AI Workflows** — Enhance Model Accuracy
- **Automated Data Labeling** — Achieve Speedy Annotations
- **Traceability and Quality Control** — Ensure Data Integrity
- **Multimodal Dataset Management** — Support for Diverse Data Types

## Market Segments

- **Data labeling and annotation services** (market size $3.0B, CAGR 17%): Domain-expert data collection, cleaning, annotation, image enhancement, and multi-layer quality assurance to produce training-ready datasets for ML models.
  - Products: Encord Platform, Data Agents, Autonomous Vehicles & ADAS, Drones & Aerial Autonomy, Robotics & Humanoids, Voice AI, Surgical Video, ID Verification, Industrial & Manufacturing, Sports AI, Healthcare, Frontier & Generative AI
- **Data collection and validation** (market size $3.5B, CAGR 25%): End-to-end data acquisition and validation with human-in-the-loop collection, secure ingestion, and multi-tier validation to produce representative, production-ready datasets.
  - Products: Data Collection, Autonomous Vehicles & ADAS, Robotics & Humanoids, Drones & Aerial Autonomy
- **Dataset curation and governance** (market size $900M, CAGR 24%): Embedding search, custom metadata, provenance, versioning, and compliance controls to organize, curate, and govern large multimodal datasets for reproducible training.
  - Products: Data Indexing & Curation, Encord Platform, ID Verification, Healthcare, Smart Cities & Security
- **Model evaluation and alignment** (market size $1.5B, CAGR 25%): Post‑training evaluation and alignment workflows including rubric‑based scoring, pairwise comparisons, RLHF feedback loops, and evaluation dashboards to measure and refine model behavior.
  - Products: Post-training alignment, Encord Platform, Frontier & Generative AI, Data Agents, Voice AI
- **Autonomous vehicle perception** (market size $12.0B, CAGR 20%): Perception, lane and sign detection, defect detection, and dataset management for self-driving vehicles, delivery robots, and robotic navigation systems.
  - Products: Autonomous Vehicles & ADAS, Drones & Aerial Autonomy, Robotics & Humanoids, Data Collection

## Sources

- [Encord](https://encord.com)
- [Encord Platform](https://encord.com/)
- [Post-training alignment](https://encord.com/post-training-alignment/)
- [Data Indexing & Curation](https://encord.com/curation/)
- [Data Agents](https://encord.com/data-agents/)
- [Data Collection](https://encord.com/data-collection/)
- [Physical AI Data](https://encord.com/physical-ai-data/)
- [Autonomous Vehicles & ADAS](https://encord.com/autonomous-vehicles-and-adas/)
- [Robotics & Humanoids](https://encord.com/robotics-and-humanoids/)
- [Drones & Aerial Autonomy](https://encord.com/drones-and-aerial-systems/)
- [Industrial & Manufacturing](https://encord.com/smart-spaces/)
- [Healthcare](https://encord.com/healthcare-ai/)
- [Surgical Video](https://encord.com/surgical-video/)
- [ID Verification](https://encord.com/id-verification/)
- [Smart Cities & Security](https://encord.com/video-intelligence-and-smart-cities/)
- [Sports AI](https://encord.com/sports-ai/)
- [Voice AI](https://encord.com/audio-ai/)
- [Frontier & Generative AI](https://encord.com/frontier-and-generative-ai/)
- [The global data governance market size was valued at USD 5.38 billion in 2025.](https://www.fortunebusinessinsights.com/data-governance-market-108640)
- [Data Governance Market is projected to grow from USD 5.60 Bn in 2025 to USD 27.83 Bn by 2034, registering a CAGR of 19.5%.](https://trendxinsights.com/syndicated-market-research-reports/data-governance-market/)
- [Global data governance market size was valued at USD 5.2 Billion in 2025.](https://www.linkedin.com/pulse/data-governance-market-size-growth-trends-industry-analysis-kumar-kjkdc)
- [AI in Data Governance Market Size, Share | CAGR of 25.5%](https://market.us/report/ai-in-data-governance-market/)
- [The Global AI Model Evaluation Platforms Market was valued at USD 1,350.2 Million in 2024 ... reach USD 8,203.6 Million by 2032 ... at a CAGR of 25.3%.](https://www.congruencemarketinsights.com/report/ai-model-evaluation-platforms-market)
- [the model evaluation and benchmarking tools market at USD 1.15 billion in 2026 ... to USD 9.57 billion by 2035, expanding at a CAGR of 9.57%.](https://www.precedenceresearch.com/model-evaluation-and-benchmarking-tools-market)
- [global AI evaluation tools market size is likely to be valued at US$1.6 billion in 2026 and is projected to reach US$8.7 billion by 2033, registering a CAGR of 27.4%.](https://www.persistencemarketresearch.com/market-research/ai-evaluation-tools-market.asp)
- [the global Model Evaluation Platform market size stood at USD 1.82 billion in 2024 and is projected to grow at a CAGR of 18.7% from 2025 to 2033, reaching USD 9.8 billion by 2033.](https://growthmarketreports.com/report/model-evaluation-platform-market)
- [Expected to grow to $6.24 billion in 2030 at a compound annual growth rate (CAGR) of 27.5%.](https://natlawreview.com/press-releases/artificial-intelligence-ai-model-evaluation-platform-market-size-share-key)