AI Development And Deployment Tool
What is Encord Active?
Encord Active is Encord’s platform for validating AI models against your data to surface, curate, and prioritize the most valuable data for training and fine‑tuning. It sits in the unified data layer for AI development, enabling scalable data management, labeling, model evaluation, and alignment. It’s trusted by 200+ top AI teams deploying production AI and supports integrations, AI‑agent workflows, and advanced labeling use cases.
What data types and modalities can I manage and annotate with Encord Active?
Encord Active supports multimodal data across image, video, document & text, audio, DICOM & NIfTI, and LiDAR. It can handle medical imagery and geospatial data as part of multimodal workflows and supports labeling ontologies to map relationships between modalities.
How does Encord Active help with model alignment and evaluation?
Encord Active lets you validate AI models against your data to surface, curate, and prioritize the most valuable data for training and fine‑tuning. It enables robust error analysis and model validation, helps reveal mistakes in labels and data, and utilizes model predictions, vector embeddings, and visual quality metrics. You can identify edge cases and underrepresented classes, perform robustness tests, and compare performance metrics (e.g., mAP, mAR, F1) to improve model accuracy.
How can I integrate Encord Active with my existing storage, tools, and workflows?
You can securely connect your cloud storage, MLOps tools, and infrastructure through dedicated integrations. Encord Active provides access to projects, datasets, and annotations via an API/SDK, making it easy to incorporate into your existing workflow.
What security and compliance standards does Encord Active provide?
Encord Active offers enterprise‑grade security with SOC 2, HIPAA, and GDPR compliance, plus robust encryption. You can review security and governance details in the Trust Center, and you can import data from various storage sources with appropriate protections.
Where can I learn more or get help?
Explore the Trust Center and the Engage/Resources ecosystem: Documentation, Learning Hub, Glossary, AI data readiness report, and research papers. You can also attend webinars and sessions, or speak to an AI expert to book a demo.
Who uses Encord Active and what success has been reported?
Encord Active is trusted by 200+ leading AI teams deploying production AI. Case examples include:
- Hudl: 60% faster model deployment
- Pickle Robot: 30% more accurate annotations
- Automotus: 20% increase in model performance
- Plainsight: 90% reduction in data management complexity
- Conxai: 40,000 images efficiently curated
- Automotus: 25% reduction in dataset size
How do I get started with Encord Active?
You can schedule a demo or speak to an AI expert to learn how Encord Active fits your needs. Visit the Pricing page for plan details and sign‑up options.
Is there an API/SDK to interact with Encord Active programmatically?
Yes. Encord Active provides API/SDK access to manage and interact with your projects, datasets, and annotations.
Does Encord Active support active learning and AI‑assisted labeling?
Yes. Encord Active includes active learning workflows and AI‑assisted labeling capabilities to identify outliers and edge cases, visualize high‑confidence false positives, and automate active learning pipelines.
