Private LLMs: Power Secure AI-Driven Workflows [Read now\\ Product [Product overview](/content/studio/explore-nlp-product/index.html) [Automations](/content/studio/automations/index.html) [Datasaur vs other platforms](/content/studio/compare/index.html) [Try Data Studio](/content/studio/playground/index.html) Industries \\ \\ Legal](/content/studio/legal/index.html) \\ \\ Healthcare](/content/studio/healthcare/index.html) \\ \\ Financial](/content/studio/financial/index.html) \\ \\ Media](/content/studio/media/index.html) \\ \\ e-Commerce](/content/studio/ecommerce/index.html) \\ \\ Government](/content/studio/government/index.html) [Pricing](/content/studio/pricing/index.html) Resources Explore [Documentation](https://docs.datasaur.ai/) [Video tutorials](https://www.youtube.com/channel/UCLAkVzuE-6I2MwR1_Go9AXQ) [Guides](/content/studio/guides/index.html) [Integrations](/content/studio/integrations/index.html) Company [About us](/content/studio/index.html) [Contact us](/content/talk-to-sales-data-studio/index.html) Discover \\ \\ Blog](/content/studio/blog/index.html) \\ \\ Case studies](/content/studio/case-studies/index.html) \\ \\ Whitepapers](/content/studio/whitepapers/index.html) \\ \\ Security certs](/content/studio/security/index.html) \\ \\ Partnered with AWS](/content/studio/aws-partner/index.html) Our social media: Product [Product overview](/content/studio/explore-nlp-product/index.html) [Automations](/content/studio/automations/index.html) [Datasaur vs other platforms](/content/studio/compare/index.html) Industries \\ Legal](/content/studio/legal/index.html) \\ Healthcare](/content/studio/healthcare/index.html) \\ Financial](/content/studio/financial/index.html) \\ Media](/content/studio/media/index.html) \\ e-Commerce](/content/studio/ecommerce/index.html) \\ Government](/content/studio/government/index.html) [Pricing](/content/studio/pricing/index.html) Resources Explore Company [About us](/content/studio/about/index.html) [Contact us](/content/talk-to-sales-data-studio/index.html) Discover \\ Blog](/content/studio/blog/index.html) \\ Case studies](/content/studio/case-studies/index.html) \\ Whitepapers](/content/studio/whitepapers/index.html) \\ Security certs](/content/studio/security/index.html) \\ Partnered with AWS](/content/studio/aws-partner/index.html) [Book a call](/content/talk-to-sales-data-studio/index.html) [Login](https://app.datasaur.ai/sign-in) [Start for free](https://app.datasaur.ai/sign-up) [Book a call](/content/talk-to-sales-data-studio/index.html) # The Datasaur Blog News, updates, and insights from the Datasaur Team ## Latest update [**March 2026 Feature Updates: Better Guidance, Smarter Reviews, and Deeper Insights** \\ \\ \\ April 7, 2026\\ \\ This month’s updates introduce ML-assisted selective labeling, granular time-tracking metrics, and enhanced label guidance to boost precision and workflow efficiency. Additionally, new analytics for pre-labeled data and domain security controls provide teams with deeper visibility and stronger workspace protection.](/content/blog-posts/march-2026-feature-updates-better-guidance-smarter-reviews-and-deeper-insights/index.html) [Read more](/content/blog-posts/march-2026-feature-updates-better-guidance-smarter-reviews-and-deeper-insights/index.html) [All Category](/content/studio/blog#w-tabs-0-data-w-pane-0/index.html) [Career](/content/studio/blog#w-tabs-0-data-w-pane-1/index.html) [Coding](/content/studio/blog#w-tabs-0-data-w-pane-2/index.html) [Culture](/content/studio/blog#w-tabs-0-data-w-pane-3/index.html) [Data](/content/studio/blog#w-tabs-0-data-w-pane-4/index.html) [Development](/content/studio/blog#w-tabs-0-data-w-pane-5/index.html) [DevOps](/content/studio/blog#w-tabs-0-data-w-pane-6/index.html) [Infrastucture](/content/studio/blog#w-tabs-0-data-w-pane-7/index.html) NLP [March 2026 Feature Updates: Better Guidance, Smarter Reviews, and Deeper Insights](/content/blog-posts/march-2026-feature-updates-better-guidance-smarter-reviews-and-deeper-insights/index.html) April 7, 2026 This month’s updates introduce ML-assisted selective labeling, granular time-tracking metrics, and enhanced label guidance to boost precision and workflow efficiency. Additionally, new analytics for pre-labeled data and domain security controls provide teams with deeper visibility and stronger workspace protection. .png) NLP [February 2026 Updates: Smarter Redaction, Easier Search, and Faster Exports](/content/blog-posts/february-2026-updates-smarter-redaction-easier-search-and-faster-exports/index.html) March 10, 2026 February updates bring improvements that make annotation workflows faster and easier, including smarter PII redaction, improved search for span labeling, and better export organization. New integrations and usability enhancements also help teams move from model training to deployment more quickly while simplifying large project management. NLP [Datasaur's 2025 Feature Releases: Powering Smarter, Faster Data Labeling](/content/blog-posts/datasaurs-2025-feature-releases-powering-smarter-faster-data-labeling/index.html) February 3, 2026 As we move past 2025, the Datasaur team has been hard at work delivering features that make data labeling more efficient, flexible, and intelligent. Whether you're annotating text for NLP models, managing complex labeling workflows, or building datasets for LLM training, this year's updates are designed to help you work smarter. Here's a rundown of what's new and why it matters. NLP [January 2026 Feature Updates: Smarter Reviews, Better Search, and Expanded Machine Learning Support](/content/blog-posts/january-2026-feature-updates-smarter-reviews-better-search-and-expanded-machine-learning-support/index.html) February 3, 2026 January’s release: data review faster and more transparent with smarter search, clearer review signals, and better control over pre-labeled data. We’ve also expanded ML-assisted labeling with Amazon Bedrock support for greater flexibility. NLP [December Feature Updates: More Flexible Rows, Hybrid Labeling, and Expanded Evaluation Metrics](/content/blog-posts/december-feature-updates-more-flexible-rows-hybrid-labeling-and-expanded-evaluation-metrics/index.html) January 5, 2026 This release brings more control to structured data workflows, new flexibility in how you label data, and broader support for evaluating span projects. Here’s what’s new. .png) NLP [November Feature Updates: Cleaner Span Editor, Better Search, and More Accurate Time Tracking](/content/blog-posts/november-feature-updates-cleaner-span-editor-better-search-and-more-accurate-time-tracking/index.html) December 7, 2025 This month’s release focuses on a tidier labeling workspace, tighter review controls, and more accurate time reporting, especially when AI assists the work. NLP [October Feature Updates: Pre-Label Approvals, Expanded Question Editing, and Smarter Search](/content/blog-posts/october-feature-updates-pre-label-approvals-expanded-question-editing-and-smarter-search/index.html) November 4, 2025 October’s updates bring more control and efficiency to Data Studio. You can now require approval for pre-labeled spans, edit more question attributes mid-project, and search across all label sets in Span Labeling, making project management smarter and more flexible than ever. NLP [September Feature Updates: New Mixed Labeling Type, Smarter Reviews, and Flexible Edits](/content/blog-posts/september-feature-updates-new-mixed-labeling-type-smarter-reviews-and-flexible-edits/index.html) October 4, 2025 We’ve rolled out a new set of features designed to make your labeling projects more flexible, transparent, and efficient. From combining labeling types into a single project to giving reviewers more visibility, here’s what’s new. NLP [August Feature Updates: Smarter Reviews, Faster Labeling, and Easier Navigation](/content/blog-posts/august-feature-updates-smarter-reviews-faster-labeling-and-easier-navigation/index.html) September 9, 2025 This August, we have rolled out new features designed to make reviewing decisions clearer, labeling faster, and navigation smoother. From tracking review outcomes to filtering what matters most, here’s what’s new. NLP [LLM Scorecard](/content/blog-posts/llm-scorecard-22-8-2025/index.html) August 22, 2025 The 2025 LLM Scorecard from Datasaur offers a practical framework to evaluate top language models across Privacy, Quality, Cost, and Speed helping you choose the right model based on real-world performance, not hype. Whether you value self-hosting, affordability, or raw intelligence, this guide simplifies your decision with clear, comparative grades. NLP [July Feature Updates: Labeling Agent, Smarter Search, and Editable Rows](/content/blog-posts/july-feature-updates-labeling-agent-smarter-search-and-editable-rows/index.html) July 28, 2025 This July, we’ve introduced several updates to improve both the speed and precision of your labeling workflow, whether you're reviewing documents, training models, or managing structured data. From sorting lines by metadata to letting AI lend a hand, here’s what’s new. NLP [We Tested 4 Top LLMs for Labeling. One Surprised Us.](/content/blog-posts/we-tested-4-top-llms-for-labeling-one-suprised-us/index.html) July 15, 2025 We tested four leading LLMs using Datasaur’s Labeling Agent on a zero-shot entity recognition task. GPT-4o delivered the highest overall score for accuracy and efficiency, while other models like Gemini and Claude excelled in coverage and balance, revealing unique tradeoffs for each. NLP [June Feature Updates: Smarter Search, Faster Reviews, and Better Label Organization](/content/blog-posts/june-feature-updates-smarter-search-faster-reviews-and-better-label-organization/index.html) June 30, 2025 Smarter Span Labeling tools and deeper control in LLM Labs, including enhanced search for unresolved labels, bulk conflict resolution, visible reviewer attribution, and flexible label organization, plus document-specific chunking in the Knowledge Base for improved retrieval and performance. .png) NLP [Efficient Labeling and Review: The Search Extension](/content/blog-posts/efficient-labeling-and-review-the-search-extension/index.html) May 8, 2025 Datasaur’s enhanced Search extension streamlines data labeling by enabling instant, precise searches with advanced filtering, logic building, and bulk actions, boosting both speed and accuracy across large datasets. Designed for non-technical users, it empowers reviewers and labelers to efficiently manage complex annotation tasks. NLP [A New Way to Label Text: Span + Line Labeling](/content/blog-posts/a-new-way-to-label-text-span-line-labeling/index.html) May 5, 2025 We’ve introduced a new mixed labeling type that supports labeling spans within a line while also categorizing entire lines separately. This allows you to configure questions for each line and still perform regular span labeling. Perfect for use cases that require dual-level granularity like transcripts, contracts, or forms. NLP [April Feature Updates: Mixed Labeling, Smarter Search, and More Project Control](/content/blog-posts/april-feature-updates-mixed-labeling-smarter-search-and-more-project-control/index.html) April 28, 2025 We’re back with a fresh batch of updates aimed at making your labeling experience faster, more precise, and easier to manage. From new labeling types to better search functionality and project organization, here’s what’s new in the Datasaur platform. NLP [How to: LLM-Automated Labeling for Legal Docs](/content/blog-posts/how-to-llm-automated-labeling-for-legal-docs/index.html) April 15, 2025 Labeling legal documents can be slow and exhausting, but it doesn’t have to be. In this post, we show how Datasaur uses large language models inside Data Studio to automatically tag key parts of legal contracts. With just a few steps, you can upload your data, set up your labels, and let the system do the heavy lifting. A human reviewer still ensures quality, so whether you're a lawyer or a data scientist, it's easy to get started. NLP [Introducing New NLP Platform Updates: Smarter Search, Validation, and Reporting](/content/blog-posts/introducing-new-nlp-platform-updates-smarter-search-validation-and-reporting/index.html) March 19, 2025 We're excited to roll out a series of updates to our NLP platform, designed to streamline your annotation process and improve data accuracy. Whether you’re searching for specific annotations, validating responses, or generating dynamic questions, these updates provide greater flexibility and efficiency. NLP [Introducing New Question Type: Multiple Choice](/content/blog-posts/introducing-new-question-type-multiple-choice/index.html) February 20, 2025 The new Multiple Choice question type in Datasaur allows for assigning multiple labels to each row or document, enhancing the accuracy and ease of annotating text for tasks like sentiment analysis, intent recognition, and topic classification. NLP [Say Goodbye to Clutter with Show and Hide Bounding Boxes](/content/blog-posts/say-goodbye-to-clutter-with-show-and-hide-bounding-boxes/index.html) January 8, 2025 Datasaur's new "Show and Hide Bounding Box" feature allows users to toggle the visibility of labels, reducing visual clutter and improving focus and efficiency when working with overlapping or complex bounding boxes. .png) NLP [Looking to Improve Task Distribution? Let Self-Assignment Do the Work](/content/blog-posts/looking-to-improve-task-distribution-let-self-assignment-do-the-work/index.html) January 3, 2025 Labelers can now assign themselves to new projects as they become available in their Datasaur workspace. NLP [Foundation Models, Lock In, and LLM portability](/content/blog-posts/foundation-models-lock-in-and-llm-portability/index.html) December 17, 2024 The need for AI project portability is critical as specialized models emerge, helping organizations avoid vendor lock-in, adapt to new advancements, and optimize AI efficiency. NLP [What We've Learned Rescuing Failed AI Projects Learning from the 80% That Struggle](/content/blog-posts/what-weve-learned-rescuing-failed-ai-projects-learning-from-the-80-that-struggle/index.html) December 2, 2024 Overcome the challenges behind the 80% failure rate of AI projects, including talent shortages, data issues, misaligned expectations, and operational hurdles. NLP [Build a Custom LLM for Slack in Under 1 Hour](/content/blog-posts/building-a-custom-llm-for-slack/index.html) November 21, 2024 Discover how to leverage Datasaur for building a robust, AI-driven chatbot for Slack. NLP [Precision Made Easier: Introducing Text Selection in Bounding Box Labeling](/content/blog-posts/text-selection-in-bounding-box-labeling/index.html) November 18, 2024 Text Selection makes labeling text in documents precise and hassle-free, solving the challenges of traditional bounding boxes. NLP [Why We Integrated Legal Expertise into Our AI Platform](/content/blog-posts/integrating-legal-expertise-to-datasaur/index.html) October 31, 2024 Generic AI couldn't meet the legal industry's standards—Datasaur was built to bridge that gap with expert-driven precision. NLP [Enhancing Labeling Result Insights Through Project Analytics](/content/blog-posts/enhancing-result-through-project-analytics/index.html) October 25, 2024 Datasaur’s upgraded Project Analytics delivers instant summaries and in-depth reports for clearer project insights. NLP [Introducing Conversational Labeling: A Smarter Way to Analyze Conversations](/content/blog-posts/conversational-labeling/index.html) October 25, 2024 Easily manage and label multi-turn conversations with Datasaur’s Conversational Labeling feature. NLP [Demystifying AI Model Evaluation: A Comprehensive Guide](/content/blog-posts/ai-model-evaluation-a-comprehensive-guide/index.html) October 17, 2024 Evaluating six AI models on cost, speed, and quality for more informed selection. NLP [Tailoring AI to Your Business: The Power of Custom LLMs](/content/blog-posts/custom-llms-business-benefits/index.html) October 9, 2024 The era of LLMs for business is here, and it’s here to stay—and flourish. NLP [Invoice Extraction Made Easy with LayoutLM and Datasaur](/content/blog-posts/layoutlm-invoice-extraction/index.html) October 5, 2024 Boost the effectiveness of your extraction project by leveraging Datasaur and the LayoutLM model. NLP [Simplify Your Project Configuration: Default Project Extension Setting](/content/blog-posts/default-project-extension/index.html) September 21, 2024 Hand-select your default extensions based on your specific needs! NLP [Discover the Best LLM for your Automated Labeling: Automate NLP Labeling with Multiple LLMs Simultaneously](/content/blog-posts/advanced-llm-assisted-labeling/index.html) August 13, 2024 Take your labeling process to new heights with Datasaur's LLM-Assisted Labeling! NLP [IndustryPREP: Harnessing Generative AI for Superior Exam and Interview Preparation](/content/blog-posts/industryprep-harnessing-generative-ai/index.html) August 10, 2024 IndustryPREP leverages LLM Labs to optimize generative AI models, enabling the creation of cost-effective and high-quality practice exam questions for their EdTech platform. NLP [The Future of Work: How AI is Transforming Productivity](/content/blog-posts/the-future-of-work-with-ai/index.html) August 7, 2024 NLP [Embracing Model Optionality and Private LLMs](/content/blog-posts/llm-labs-optionality/index.html) July 26, 2024 Enjoy maximum flexibility in choosing various models while staying secure and customizable with LLM Labs. NLP [Improving the Review Process: Introducing Review Sampling](/content/blog-posts/review-sampling/index.html) July 25, 2024 Streamline your QA process by leveraging our brand-new Review Sampling! NLP [Exciting Update: ML Assisted Labeling Now Supports Multiple Input Columns!](/content/blog-posts/multiple-column-ml-assisted/index.html) July 25, 2024 Use our intelligent ML-assisted automation feature to predict labels in multiple columns simultaneously! NLP [Datasaur's LLM Labs: Revolutionize AI Model Selection, Slash AI Costs with Amazon Bedrock](/content/blog-posts/datasaurs-llm-labs-revolutionize-ai-model-selection-slash-ai-costs-with-amazon-bedrock/index.html) July 16, 2024 Revolutionize your AI projects with Datasaur's LLM Labs and Amazon Bedrock integration NLP [The Importance of Data Accuracy and How Label Error Detection Automates QA](/content/blog-posts/label-error-detection-model-performance/index.html) July 6, 2024 Minimize error and improve your data quality with Label Error Detection NLP [Enhancing Data Quality: Finding and Fixing Label Errors with Datasaur](/content/blog-posts/label-error-detection-improving-models/index.html) July 6, 2024 Leverage Label Error Detection to help you train your models more efficiently NLP [Achieve High-Performing AI with 60% Less Data: Introducing Datasaur’s Predictive Labeling](/content/blog-posts/less-data-predictive-labeling/index.html) July 6, 2024 Leverage Datasaur Predictive Labeling to achieve high performing models with less data. NLP [Build and Fine-tune Claude 3.5 Sonnet on LLM Labs](/content/blog-posts/claude-3-5-sonnet-on-llm-labs/index.html) July 6, 2024 Access advanced LLM models and optimize costs without re-uploading or recreating question sets. NLP [Introducing the Supervisor Role: Your New Go-To for Workspace Management](/content/blog-posts/supervisor-role/index.html) June 14, 2024 Delegate your labeling tasks effortlessly with our new Supervisor role! NLP [Labeling 100k Rows in 1 Hour: Leveraging Datasaur’s Labeling Tools and Prosa’s Expertise for Smarter AI Solutions](/content/blog-posts/labeling-with-datasaur-prosa/index.html) June 8, 2024 The best of both worlds: labeling thousands in one hour! NLP [Stay in Sync: Synchronized Scrolling](/content/blog-posts/synchronized-scrolling/index.html) June 1, 2024 Slide through your documents with ease using Synchronized Scrolling! NLP [Simple Steps to Build a Model for Bulk Salary Transfers with Datasaur Dinamic](/content/blog-posts/model-for-bulk-salary-transfers/index.html) May 25, 2024 Further streamline you bulk salary transfers with Datasaur! NLP [Enhance Bulk Salary Transfer Systems with ML-Assisted Labeling and Datasaur Dinamic](/content/blog-posts/bulk-salary-transfer-datasaur/index.html) May 18, 2024 Update your bulk salary transfer systems effortlessly with Datasaur Dinamic's ML-assisted labeling. Learn how to integrate new data entities smoothly. NLP [Elevate Your Machine Learning Models with Datasaur's Revolutionary Label Error Detection](/content/blog-posts/label-error-detection/index.html) May 15, 2024 The Crucial Link Between Data Quality and Model Success NLP [Direct Access LLMs: Built-in GPT and Llama Models](/content/blog-posts/direct-access-llms/index.html) May 10, 2024 Explore Datasaur's API-free Direct Access LLMs for effortless premium model testing and experimentation. NLP [Keep Your Projects Moving: Transfer Assignment](/content/blog-posts/project-transfer-assignment/index.html) May 7, 2024 Efficiently redistribute tasks with our Transfer Assignment feature, ensuring project continuity and uninterrupted workflows. NLP [Adding Documents to An Ongoing Project](/content/blog-posts/adding-new-documents/index.html) April 26, 2024 Working with multiple files has never been easier! NLP [Welcome to the Next Level of Automated Data Labeling with Predictive Labeling](/content/blog-posts/automated-datasaur-predictive-labeling/index.html) April 24, 2024 Predictive labeling at its finest! NLP [Choosing the Right LLM: An Exploration into How Different Models Stack Up in Performance](/content/blog-posts/choosing-the-right-llm/index.html) April 19, 2024 Navigate the latest LLM landscape with insights from our comprehensive experiment! NLP [Enhanced Flexibility: Modifying Question Sets Within a Project](/content/blog-posts/modifying-question-sets-within-a-project/index.html) February 7, 2024 Efficiently adjust the list of question sets without the need to re-upload or recreate them from scratch. NLP [Datasaur Dinamic Now Supports Span-Based Labeling](/content/blog-posts/datasaur-dinamic-supports-span-labeling/index.html) January 27, 2024 Datasaur Dinamic is now here to enhance your span labeling experience even further. NLP [English NER vs Global English - A Stanford Research Paper](/content/blog-posts/datasaur-stanford-research-ner/index.html) January 12, 2024 Stanford's pioneering research on English NER performance: a stride forward for more inclusive NER models NLP [Evaluation Metrics: Easily Evaluate ML Model in a Project](/content/blog-posts/ml-model-evaluation-metrics/index.html) December 28, 2023 Effortlessly evaluate your ML model with Evaluation Metrics, refining data precision for optimal performance. NLP [Empowering Medical Research with Precision Data Labeling](/content/blog-posts/empowering-medical-research-with-precision-data-labeling/index.html) December 19, 2023 Harvard and Stanford researchers leverage Datasaur for efficient extraction of vital information from intricate radiology reports, advancing healthcare research. NLP [Mongabay: First Indonesian Weak Supervised Dataset](/content/blog-posts/first-indonesian-weak-supervised-dataset-mongabay/index.html) December 13, 2023 Generating large-scale, high-quality labeled datasets using data programming NLP [Feature Highlight: Data Programming](/content/blog-posts/feature-highlight-data-programming/index.html) December 12, 2023 Learn about the utility of Datasaur's Data Programming feature! NLP [Introducing SAML 2.0 Integration](/content/blog-posts/introducing-saml-2-integration/index.html) November 23, 2023 User authentication streamlined using SAML 2.0 integration NLP [Automate your Workflow with ML-Assisted Labeling Extension](/content/blog-posts/automate-workflow-ml-assisted-labeling/index.html) November 21, 2023 Automate your labeling workflow with the ML-Assisted Labeling extension. NLP [Bulk Label with the Search Extension](/content/blog-posts/bulk-label-with-the-search-extension/index.html) November 9, 2023 In this feature highlight, we discuss an example use-case for the Search Extension: a labeling tool that enables you to bulk label. NLP [Introducing Krippendorff’s Alpha IAA Calculation](/content/blog-posts/inter-annotator-agreement-krippendorff-cohen/index.html) November 2, 2023 Ensure top-notch reliability with Datasaur, leveraging Krippendorff and Cohen coefficients. NLP [Datasaur Launches LLM Lab to Build and Train Custom ChatGPT and Similar Models](/content/blog-posts/datasaur-launches-llm-lab/index.html) October 26, 2023 All-in-one platform enables an integrated LLM building process to improve efficiency and save time for data scientists and engineers NLP [Von Wobeser y Sierra Collaborates with Datasaur to Launch AI-powered Chatbot](/content/blog-posts/von-wobeser-collaborates-with-datasaur/index.html) October 20, 2023 A collaboration built for client satisfactions NLP [Datasaur Dinamic - Amazon Sagemaker](/content/blog-posts/datasaur-dinamic-amazon-sagemaker/index.html) October 13, 2023 NLP [Blackbird.AI x Datasaur](/content/blog-posts/blackbird-ai-x-datasaur/index.html) October 10, 2023 Discover Blackbird's mission and why they chose Datasaur. NLP [Data-Centric AI: The Paradigm Shift for Data Scientists](/content/blog-posts/data-centric-ai-the-paradigm-shift-for-data-scientists/index.html) September 5, 2023 NLP [Datasaur Predictive Labeling](/content/blog-posts/datasaur-predictive-labeling/index.html) September 4, 2023 Release Datasaur Predictive Labeling which helps company generate labeled data with good quality but low effort NLP [Comparative Analysis: Datasaur vs. Snorkel - NLP Annotation Platforms](/content/blog-posts/comparative-analysis-datasaur-vs-snorkel-nlp-annotation-platforms/index.html) September 4, 2023 NLP [Datasaur LLM support is evolving! 1.1 Update: Streamlining Your LLM Evaluation and Collaboration Experience](/content/blog-posts/datasaur-llm-support-is-evolving-1-1-update-streamlining-your-llm-evaluation-and-collaboration-experience/index.html) August 28, 2023 .svg) NLP [Two-Factor Authentication](/content/blog-posts/two-factor-authentication/index.html) July 29, 2023 Securing your workspace with Two-Factor Authentication! NLP [Amazon Comprehend is now Natively Integrated with Datasaur](/content/blog-posts/connection-with-amazon-comprehend/index.html) July 5, 2023 You can now connect with Amazon Comprehend to predict labels within the interface. NLP [Datasaur - Now Supporting LLMs](/content/blog-posts/datasaur-supporting-llms/index.html) June 10, 2023 Datasaur now enables you to build a LLM NLP [9 Reasons Datasaur.AI is the Best Text Annotation Tool](/content/blog-posts/datasaur-ai-is-the-best-text-annotation-tool/index.html) June 7, 2023 Datasaur is the premiere NLP labeling platform for its user-friendly and powerful approach to automation and manual labeling techniques. NLP [Datasaur Assistive & Hugging Face](/content/blog-posts/datasaur-assistive-and-hugging-face/index.html) June 5, 2023 Automate the labeling process based on your own inputs. NLP [Datasaur Integration with Google Vertex AI](/content/blog-posts/datasaur-native-google-vertex-ai/index.html) May 27, 2023 Google Vertex AI is now integrated with Datasaur enabling you to deploy your Vertex model to automatically return labels within Datasaur's platform. NLP [Native Azure AutoML Integration](/content/blog-posts/native-azure-automl/index.html) May 17, 2023 Datasaur can now integrate with your Azure Auto ML model. NLP [Data Programming - Labeling Function Analysis](/content/blog-posts/data-programming-labeling-function/index.html) May 6, 2023 Now you can evaluate the performance of your labeling functions. NLP [Assisted Labeling with Amazon Comprehend](/content/blog-posts/amazon-comprehend-integration-with-datasaur/index.html) May 4, 2023 Learn how to predict labels in Datasaur using Amazon Comprehend. NLP [Build a Model using Amazon Comprehend](/content/blog-posts/amazon-comprehend-integration-datasaur/index.html) April 28, 2023 Build a model with the new integration between Comprehend and Datasaur. NLP [ChatGPT for Bahasa Indonesia](/content/blog-posts/chatgpt-for-bahasa-indonesia/index.html) April 18, 2023 Today, we announce the development of a “ChatGPT for Bahasa Indonesia.”. In today's rapidly evolving technological landscape, groundbreaking advancements set the stage for future innovations. One such revolutionary development is the Large Language Model (LLM), exemplified by OpenAI's ChatGPT. NLP [Build a Classification Model using Azure AutoML Integration](/content/blog-posts/model-using-azure-automl/index.html) April 6, 2023 Datasaur's integration with Azure provides a powerful and efficient solution for data labeling and machine learning model training. NLP [Datasaur Integration with Open AI](/content/blog-posts/datasaur-integration-with-open-ai/index.html) March 30, 2023 You can now use the power of OpenAI to automatically label your NLP data in Datasaur. NLP [Actions: Automating Projection Creation](/content/blog-posts/automating-projection-creation/index.html) March 28, 2023 We have released a feature that enables you automatically create projects from your preferred workflow settings. NLP [Data Programming for Token Based Projects](/content/blog-posts/marketing-content-data-programming/index.html) March 24, 2023 We are happy to announce the release of Data Programming (weak supervised learning) for Token-Based projects. NLP [Build a Classification Model in 30 Minutes](/content/blog-posts/classification-model-in-an-hour/index.html) March 14, 2023 This step-by-step tutorial provides a preliminary guide for the Datasaur blog post on how to fine-tune a model using HuggingFace. NLP [Announcing the Beta Launch for Bounding Box Labeling](/content/blog-posts/announcing-the-beta-launch-for-bounding-box-labeling/index.html) December 16, 2022 We are excited to announce the launch of our new bounding box labeling feature—now available in beta! NLP [This Month in AI and NLP: “Safety AI”, Predictions for AI in 2023, and Using AI to Catch Dangerous Drivers](/content/blog-posts/this-month-predictions-for-ai-in-2023/index.html) December 3, 2022 What happened in NLP and AI news in November? Read all about “safety AI”, predictions for AI in 2023, and more. NLP [This Month in AI and NLP: Who Owns Bruce Willis? Deepfakes, Digital Rights, and AI](/content/blog-posts/this-month-in-ai-and-nlp-deepfakes-digital-rights/index.html) October 28, 2022 What happened in NLP and AI news in October? Read all about Bruce Willis deepfakes, digital right dilemmas, and more. NLP [This Month in AI and NLP: AI-Generated Darth Vader, AI Art, Robots](/content/blog-posts/this-month-in-ai-generated-darth-vader/index.html) October 1, 2022 What happened in NLP and AI news in September? Read all about AI-generated Darth Vader, ethical dilemmas around AI-generated art, and more. NLP [This Month in AI and NLP: AI Generated Art, Household Robots, AI Musicians, and AI Copywriters](/content/blog-posts/this-month-in-nlp-ai-generated-art/index.html) September 1, 2022 What happened in NLP and AI news in August? Read all about DALL-E 2’s AI generated art, household robots, AI copywriters, and more. NLP [How Text Annotation Is Helping Companies Succeed by Monitoring Social Noise](/content/blog-posts/annotation-is-helping-companies-succeed/index.html) August 17, 2022 "The use of AI text annotation is growing in popularity as a way for companies to monitor social media and get a better understanding of the tone around their brand. By being able to see not only what is being said, but how it is being said, companies can more easily identify and address any negative sentiment that may be brewing." NLP [Weighing Up Data Labeling Tools: Datasaur vs. In-House](/content/blog-posts/datasaur-vs-in-house/index.html) August 3, 2022 NLP is swiftly becoming a critical part of everyone’s product. Is in-house labeling or a data labeling tool like Datasaur the right choice for you? NLP [This Month in AI and NLP: Tesla’s AI Shifts, Meta’s Language Model’s Languages, and Google’s Mislabeled Emotion Datasets](/content/blog-posts/month-in-ai-and-nlp-july/index.html) July 29, 2022 What happened in NLP and AI news in July? Read all about Tesla’s AI changes, Meta’s language models, Google’s mislabeled emotion datasets, and more. NLP [The Ultimate Guide to Use Cases for AI](/content/blog-posts/guide-to-use-cases-for-ai/index.html) June 24, 2022 AI has become an integral part of many industries. As industries advance, new uses for AI are uncovered and brought to the forefront. AI is moving at such a rapid pace, and it’s likely that there will be a vast number of new use cases popping up every year that we can’t even fathom yet! NLP [This Month in AI and NLP: Meta’s New Language Model, Bloomberg Adoption of NLP, “Sentient” Chatbots](/content/blog-posts/this-month-in-ai-and-nlp/index.html) June 24, 2022 What happened in NLP and AI news in June? Catch up on Google chatbots, Meta’s massive language tool, Bloomberg’s use of NLP, AI and sports injuries, and more. NLP [Economic Downturn 2022: How AI and NLP can Help Your Business Survive](/content/blog-posts/ai-nlp-can-help-business/index.html) June 14, 2022 These are undoubtedly uncertain times, and there’s a lot of talk around whether we’re on the cusp of an economic downturn in 2022. This is a time when your competitors may not plan well and could maintain high burn which hurts them in the long run. You can often pick up significant market share in an economic downturn by just staying alive and relying on the tools that are available to support your streamlining. You can bet that those that rise to the top of this time period will be using AI, and many companies that do not use AI will flounder and fall behind. Load More NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 Nartural Language Processing (NLP\_ is beginning to add “order” to the legal field. Read this article to get  an understanding of all the ways in which NLP can save massive amounts of time and energy for legal firms and organizations. NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 NLP [NLP: the Fuel for Chatbots](/content/studio/blog#/index.html) Oct 8, 2921 ## Blogs [All Categories](/content/studio/blog#/index.html) NLP LabelingAI IndustryDatasaurTutorialLLM Datasaur AI Industry NLP Labeling LLM Tutorial .png)\\ \\ February 2026 Updates: Smarter Redaction, Easier Search, and Faster Exports\\ \\ \\ \\ March 10, 2026\\ \\ February updates bring improvements that make annotation workflows faster and easier, including smarter PII redaction, improved search for span labeling, and better export organization. New integrations and usability enhancements also help teams move from model training to deployment more quickly while simplifying large project management.](/content/blog-posts/february-2026-updates-smarter-redaction-easier-search-and-faster-exports/index.html) Datasaur \\ \\ Datasaur's 2025 Feature Releases: Powering Smarter, Faster Data Labeling\\ \\ \\ \\ February 3, 2026\\ \\ As we move past 2025, the Datasaur team has been hard at work delivering features that make data labeling more efficient, flexible, and intelligent. Whether you're annotating text for NLP models, managing complex labeling workflows, or building datasets for LLM training, this year's updates are designed to help you work smarter. Here's a rundown of what's new and why it matters.](/content/blog-posts/datasaurs-2025-feature-releases-powering-smarter-faster-data-labeling/index.html) Datasaur \\ \\ January 2026 Feature Updates: Smarter Reviews, Better Search, and Expanded Machine Learning Support\\ \\ \\ \\ February 3, 2026\\ \\ January’s release: data review faster and more transparent with smarter search, clearer review signals, and better control over pre-labeled data. We’ve also expanded ML-assisted labeling with Amazon Bedrock support for greater flexibility.](/content/blog-posts/january-2026-feature-updates-smarter-reviews-better-search-and-expanded-machine-learning-support/index.html) Datasaur \\ \\ December Feature Updates: More Flexible Rows, Hybrid Labeling, and Expanded Evaluation Metrics\\ \\ \\ \\ January 5, 2026\\ \\ This release brings more control to structured data workflows, new flexibility in how you label data, and broader support for evaluating span projects. Here’s what’s new.](/content/blog-posts/december-feature-updates-more-flexible-rows-hybrid-labeling-and-expanded-evaluation-metrics/index.html) Datasaur .png)\\ \\ November Feature Updates: Cleaner Span Editor, Better Search, and More Accurate Time Tracking\\ \\ \\ \\ December 7, 2025\\ \\ This month’s release focuses on a tidier labeling workspace, tighter review controls, and more accurate time reporting, especially when AI assists the work.](/content/blog-posts/november-feature-updates-cleaner-span-editor-better-search-and-more-accurate-time-tracking/index.html) Datasaur \\ \\ October Feature Updates: Pre-Label Approvals, Expanded Question Editing, and Smarter Search\\ \\ \\ \\ November 4, 2025\\ \\ October’s updates bring more control and efficiency to Data Studio. You can now require approval for pre-labeled spans, edit more question attributes mid-project, and search across all label sets in Span Labeling, making project management smarter and more flexible than ever.](/content/blog-posts/october-feature-updates-pre-label-approvals-expanded-question-editing-and-smarter-search/index.html) Datasaur \\ \\ September Feature Updates: New Mixed Labeling Type, Smarter Reviews, and Flexible Edits\\ \\ \\ \\ October 4, 2025\\ \\ We’ve rolled out a new set of features designed to make your labeling projects more flexible, transparent, and efficient. From combining labeling types into a single project to giving reviewers more visibility, here’s what’s new.](/content/blog-posts/september-feature-updates-new-mixed-labeling-type-smarter-reviews-and-flexible-edits/index.html) Datasaur \\ \\ August Feature Updates: Smarter Reviews, Faster Labeling, and Easier Navigation\\ \\ \\ \\ September 9, 2025\\ \\ This August, we have rolled out new features designed to make reviewing decisions clearer, labeling faster, and navigation smoother. From tracking review outcomes to filtering what matters most, here’s what’s new.](/content/blog-posts/august-feature-updates-smarter-reviews-faster-labeling-and-easier-navigation/index.html) NLP Labeling \\ \\ LLM Scorecard\\ \\ \\ \\ August 22, 2025\\ \\ The 2025 LLM Scorecard from Datasaur offers a practical framework to evaluate top language models across Privacy, Quality, Cost, and Speed helping you choose the right model based on real-world performance, not hype. Whether you value self-hosting, affordability, or raw intelligence, this guide simplifies your decision with clear, comparative grades.](/content/blog-posts/llm-scorecard-22-8-2025/index.html) LLM \\ \\ July Feature Updates: Labeling Agent, Smarter Search, and Editable Rows\\ \\ \\ \\ July 28, 2025\\ \\ This July, we’ve introduced several updates to improve both the speed and precision of your labeling workflow, whether you're reviewing documents, training models, or managing structured data. From sorting lines by metadata to letting AI lend a hand, here’s what’s new.](/content/blog-posts/july-feature-updates-labeling-agent-smarter-search-and-editable-rows/index.html) Datasaur \\ \\ We Tested 4 Top LLMs for Labeling. One Surprised Us.\\ \\ \\ \\ July 15, 2025\\ \\ We tested four leading LLMs using Datasaur’s Labeling Agent on a zero-shot entity recognition task. GPT-4o delivered the highest overall score for accuracy and efficiency, while other models like Gemini and Claude excelled in coverage and balance, revealing unique tradeoffs for each.](/content/blog-posts/we-tested-4-top-llms-for-labeling-one-suprised-us/index.html) Datasaur \\ \\ June Feature Updates: Smarter Search, Faster Reviews, and Better Label Organization\\ \\ \\ \\ June 30, 2025\\ \\ Smarter Span Labeling tools and deeper control in LLM Labs, including enhanced search for unresolved labels, bulk conflict resolution, visible reviewer attribution, and flexible label organization, plus document-specific chunking in the Knowledge Base for improved retrieval and performance.](/content/blog-posts/june-feature-updates-smarter-search-faster-reviews-and-better-label-organization/index.html) Datasaur \\ Previous](/content/studio/blog?bfe3d2fd_page=0/index.html) [1](/content/studio/blog?bfe3d2fd_page=1/index.html) [2](/content/studio/blog?bfe3d2fd_page=2/index.html) [3](/content/studio/blog?bfe3d2fd_page=3/index.html) [4](/content/studio/blog?bfe3d2fd_page=4/index.html) [5](/content/studio/blog?bfe3d2fd_page=5/index.html) [...](/content/studio/blog#/index.html) [13](/content/studio/blog?bfe3d2fd_page=13/index.html) [Next\\ Showing post 1-12 of 148 ## As seen on "We compared Datasaur to 55 other options, and in that exhaustive comparison -- we found Datasaur to have the most complete suite of tooling." \- "Datasaur enabled us to automate our entire QA pipeline, we know what has been labeled (and the quality of each label) every 5 minutes without touching anything. It's all automated." \- "Integrating the platform with our AWS environment has been seamless, providing us with scalable data labeling capabilities." \- "We found the entire platform incredibly intuitive and easy to navigate. Onboarding was smooth and we were able to quickly adopt their automation tooling which was very important for us when considering a labeling platform." \- "We \[Consensus\] had a very complex and specific set of annotation needs. Datasaur was able to address those needs efficiently and effectively all while maintaining the personal touch you would expect from a start-up." \- "Our experience was pretty great. I enjoyed my time on Datasaur." \- "Instead of manually creating each project, we’re able to automate the project creation. Instead of manually scrolling through hundreds of medical labels, we can rely on search functions. This has saved admins and team members a lot of time in their project workflows." \-