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Encord Upgrades Project Analytics: Granular Data Insights for AI Data Annotation Projects & Teams
Encord Blog
Introducing: Upgraded Project Analytics
Encord Upgrades Project Analytics: Granular Data Insights for AI Data Annotation Projects & Teams
Today, we are excited to announce an upgraded experience for analyzing project analytics and team performance within the Encord platform. The improved Project Analytics experience gives admins and team managers increased visibility into team performance and project health and progress, with extreme precision, to the label-level.
We have redesigned the Project Analytics interface to improve how Human-in-the-loop (HITL) AI data workflows are analysed, managed, and optimised.
The upgraded Project Analytics experience includes:
- Workflow and Agent-native performance metrics to track efficiency & quality
- Advanced filtering for targeted analysis and comparisons
- Upgraded CSV exports for seamless external reporting and analysis
With this release, customers can now track all of their task, labels, and timer metrics and trends across projects, enabling informed decisions directly from the Encord platform insights. All analytics data is exportable as CSV files, with SDK access coming soon.
Early adopters of Encord’s Project Analytics are already seeing a major impact on their workflows - “Project Analytics gives us real-time tracking with clear data visualizations, making it easy to see how every stage of our workflow is performing. We can compare team output, efficiency, and quality at a glance, with advanced filters for deeper analysis.”
With this powerful upgrade, Encord is redefining how teams analyze, manage, and optimize their AI data workflows. Whether you're looking to streamline annotation projects, enhance team performance, or make data-driven decisions with ease, our enhanced Project Analytics dashboard provides the precision and flexibility you need.
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Encord offers detailed analytics that track labeler activities, project progress, and time spent on tasks. This data helps users monitor efficiency without the need for manual tracking methods, such as timers or spreadsheets, thereby ensuring a clear overview of project performance at various levels of granularity.
Encord provides robust analytics features that allow users to view organization-wide metrics and performance across different projects. Users can access analytics related to data quality, annotation progress, and model performance, helping teams make informed decisions based on real-time insights.
Encord includes a robust analytics tab that offers top-level insights into various labeling initiatives. Users can view metrics such as time and resources spent on different projects, along with performance stats for individual annotators, helping teams to assess their productivity and efficiency.
Encord ensures quality and auditability in annotation projects by providing comprehensive analytics and statistics that roll up to the organization level. This allows teams to monitor throughput and performance, ensuring that each stage of the labeling process is transparent and accountable.
Encord provides comprehensive analytics tools that allow users to monitor project performance, including metrics on review times and annotator performance. This enables teams to identify trends, such as increases in review times that may indicate a need for quality control improvements.
Encord provides a suite of analytics that enables teams to monitor and assess the progress of their annotation projects. These analytics can help maintain quality control and provide insights into project performance across various tasks and partners.
Encord provides robust analytics features that allow organizations to track task submissions across different projects. Users can view detailed insights on time spent on each project, enabling better project management and resource allocation.
Encord features a robust analytics dashboard that provides granular insights on a per-project basis. Users can monitor the progress of tasks being moved through the platform, facilitating better project management and decision-making.
Yes, Encord offers CSV exports for external analysis, enabling users to extract project data for further evaluation outside the platform.