Blog

Annotate documents, HTML files, high-resolution pathology slides, and queue & review data better with custom workflows

Leverage our document editor for both NER and OCR annotations, view data in a specific manner with our HTML editor, deep zoom on tiled imagery for medical use cases, and more. As we continue to release Workflows across our customer base, teams can more effectively queue and review their data rows.

Prevent duplicate data uploads, save data slices, metadata metrics, and more

We've introduced a new system to identify data rows to allow teams to query faster and prevent duplicate uploads, introduced metadata analytics, and are making a host of exciting improvements to our embedding capabilities.

Better visualize and track model errors at every iteration

Find and fix label errors for text data, understand model weaknesses with in-depth metrics, and easily compare results for different model runs with different hyperparameters.

Accelerate AI development and search for more granular data with new features

We’ve focused recent product development on a host of improvements to help drive greater insight and productivity across annotation, data curation, and model training workflows.

Iterate and ship models faster with our newest features

We’ve focused recent product development on end-to-end workflow to help teams iterate and ship models faster than ever. Curate and prepare training datasets, have greater visibility into the processing status and searchability of your data rows, SDK updates, and more.

Optimize the efficiency and quality of your training data with our newest features

We’ve focused recent product development to help users better optimize the throughput, efficiency, and quality of training data production. You can now more powerfully search for data rows within a project, visualize ground truth and predictions in Catalog, and more.

Increase labeling velocity and optimize workflows with our newest features

We’ve continued to focus product development to help teams increase labeling velocity and optimize their data management workflows. We’re also excited to announce key improvements to our editors to better support text and documents.

Streamlined data management and key editor improvements

We've focused recent product development on streamlining essential data management workflows and are introducing new collaboration tools for labeling operations and labeling teams. We’ve also made some key updates to our Editors that enable more complex ML use cases and improve usability.

March updates

We’ve focused recent product development on improvements to Catalog, the ability to filter data rows by status, updates to our account usage page, and more.

February updates

We’ve focused recent product development on improvements to streamline project management and workflow capabilities with Filtered Exports and Project Tags. We're also introducing Batches, so users can easily select and prioritize data within their labeling queue.