liveContent.json

{
  "projectCreation": [
    {
      "title": "New Storage Connector",
      "content": "You can connect Label Studio Enterprise to Databricks Unity Catalog (UC) Volumes to import files as tasks and export annotations.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/storage.html#Databricks-Files-UC-Volumes",
        "params": {
          "experiment": "project_creation_tip",
          "treatment": "databricks_uc_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "Try Label Studio Starter Cloud, optimized for small teams and projects.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/pricing/",
        "params": {
          "experiment": "project_creation_tip",
          "treatment": "starter_cloud_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "You can control access to specific projects and workspaces for internal team members and external annotators using Label Studio Enterprise.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/manage_users#Roles-in-Label-Studio-Enterprise",
        "params": {
          "experiment": "project_creation_tip",
          "treatment": "access_to_projects_live"
        }
      }
    },
    {
      "title": "Labeling for GenAI",
      "content": "Label Studio has templates available for supervised LLM fine-tuning, RAG retrieval ranking, RLHF, chatbot evaluation, and more.",
      "closable": true,
      "link": {
        "label": "Explore templates",
        "url": "https://labelstud.io/templates/gallery_generative_ai",
        "params": {
          "experiment": "project_creation_tip",
          "treatment": "genai_templates_live"
        }
      }
    }
  ],
  "organizationPage": [
    {
      "title": "It looks like your team is growing!",
      "content": "Assign roles to your team using Label Studio Enterprise and control access to sensitive data at the project and workspace levels.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/manage_users#Roles-in-Label-Studio-Enterprise",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "team_growing_live"
        }
      }
    },
    {
      "title": "Want to simplify and secure logging in?",
      "content": "Enable Single Sign-On for your team using SAML, SCIM2 or LDAP with Label Studio Enterprise.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/auth_setup",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "enable_sso_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "Label Studio now has a Starter Cloud offering optimized for small teams and projects.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/pricing/",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "starter_cloud_live"
        }
      }
    },
    {
      "title": "Share knowledge with the community",
      "content": "Have questions or a tip to share with other Label Studio users? Join the community slack channel for the latest updates. ",
      "closable": true,
      "link": {
        "label": "Join the community",
        "url": "https://label-studio.slack.com",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "share_knowledge_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "Label Studio supports multiple points of integration with cloud storage, machine learning models, and popular tools to automate your machine learning pipeline.",
      "closable": true,
      "link": {
        "label": "Check out the integrations directory",
        "url": "https://labelstud.io/integrations/",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "integration_points_live"
        }
      }
    },
    {
      "title": "Need Compliance?",
      "content": "Label Studio Enterprise is fully SOC 2 and HIPAA compliant. Want more control? Deploy it On-Premises for maximum flexibility.",
      "closable": true,
      "link": {
        "label": "Contact us",
        "url": "https://humansignal.com/contact-sales/",
        "params": {
          "experiment": "organization_page_tip",
          "treatment": "compliance_live"
        }
      }
    }
  ],
  "projectSettings": [
    {
      "title": "Apply your AWS spend to Label Studio Enterprise",
      "content": "Label Studio Enterprise is now available on the AWS Marketplace so you can use your committed spend to streamline data labeling workflows.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://aws.amazon.com/marketplace/pp/prodview-wjac3msf77tny",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "aws_marketplace"
        }
      }
    },
    {
      "title": "Save time with Auto-Labeling",
      "content": "Use automation to instantly label large-scale datasets without sacrificing quality in the Enterprise platform.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/prompts_overview#Auto-labeling-with-Prompts",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "auto_labeling_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "Try Label Studio Starter Cloud, optimized for small teams and projects.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/pricing/",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "starter_cloud_live"
        }
      }
    },
    {
      "title": "Evaluate GenAI models",
      "content": "Combine automation plus human supervision to evaluate and ensure LLM quality in the Enterprise platform.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/evals/",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "evals_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "content": "You can connect ML models using the backend SDK to save time with pre-labeling or active learning.",
      "closable": true,
      "link": {
        "label": "Learn more",
        "url": "https://labelstud.io/guide/ml",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "connect_ml_models_live"
        }
      }
    },
    {
      "title": "Native PDF support is coming!",
      "content": "Label Studio Enterprise provides native PDF support.",
      "closable": true,
      "link": {
        "label": "Request early access",
        "url": "https://humansignal.com/pdf-interest-signup",
        "params": {
          "experiment": "project_settings_tip",
          "treatment": "lse_pdf_live"
        }
      }
    }
  ],
  "authPage": [
    {
      "title": "Live Event Dec 10th",
      "description": "Join the Label Studio product team for a fast-paced tour of this year's biggest releases",
      "link": {
        "label": "December 10, 2025 9am PST",
        "url": "https://humansignal.com/webinars/label-studio-wrapped-2025/",
        "params": {
          "experiment": "login_revamp",
          "treatment": "wrapped_webinar_2025_live"
        }
      }
    },
    {
      "title": "Auto-labeling with Prompts",
      "description": "Use LLMs to instantly pre-label thousands of tasks with accurate predictions.",
      "link": {
        "label": "Learn more",
        "url": "https://docs.humansignal.com/guide/prompts_overview",
        "params": {
          "experiment": "login_revamp",
          "treatment": "prompts_auto_labeling_live"
        }
      }
    },
    {
      "title": "Behind the TestMark",
      "description": "Learn how Legalbenchmarks.ai built and scaled a benchmark for practical contract drafting tasks using LLM-as-a-judge and human review in Label Studio Enterprise.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/blog/how-legalbenchmarks-ai-built-a-domain-specific-ai-benchmark/",
        "params": {
          "experiment": "login_revamp",
          "treatment": "legalbench_live"
        }
      }
    },
    {
      "title": "New Enterprise Feature!",
      "description": "Chat conversations are now a native data type for creating and evaluating chat-based AI experiences in Label Studio.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/blog/introducing-chat-4-use-cases-to-ship-a-high-quality-chatbot/",
        "params": {
          "experiment": "login_revamp",
          "treatment": "chat_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "description": "Try Label Studio Starter Cloud, optimized for small teams and projects.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/pricing/",
        "params": {
          "experiment": "login_revamp",
          "treatment": "starter_cloud_live"
        }
      }
    },
    {
      "title": "Did you know?",
      "description": "There's an Enterprise version of Label Studio packed with more features and automation to label data faster while ensuring the highest quality.",
      "link": {
        "label": "Learn more",
        "url": "https://humansignal.com/goenterprise/",
        "params": {
          "experiment": "login_revamp",
          "treatment": "enterprise_platform_live"
        }
      }
    }
  ]
}