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RESEARCH: You Can't Buy Taste. We Tested It. → Label Studio Enterprise Secure, governed data access At HumanSignal, we blend security seamlessly into development and operations workflows to build safe applications that allow our customers to scale while giving them the flexibility to respond to important changes in their business objectives. Contact Sales Log in Email Address Password Remember me Forgot Password? Log In or Log In with SSO Data Security How we secure your data Cloud storage When using cloud storage the app enables restricted access to the storage keys and credentials as well as limited access through pre-signed URLs. Custom data provider In the case of a custom data provider (non-cloud storage), the app enables restricted access to the data URI stored in a database. The data access requests are verified and proxied with BasicAuth headers to the specified endpoints. This prevents the URI from being accessed elsewhere by unauthorized users. API & encryption API tokens can be reset at any time. All data is encrypted at rest, sensitive data is encrypted in transit. Passwords are additionally hashed. In Transit TLS connection is enforced across all product services including: App Establishing secure connection by enforcing HTTPS protocol, including secured cookies. PostgreSQL SSL mode is enabled with certificates required. Redis TLS/SSL is supported and requires client to be authenticated with a valid certificate. Architecture The HumanSignal Deployment Model Data and control planes are separate entities Data is loaded directly into the annotator browser, bypassing our servers; HumanSignal doesn't need to access or store the data Optionally enable the VPN connection to protect URLs Once connected TLS encryption is used for data in transit (when connecting and reading the URLs from bucket and sending annotations back to cloud storage) Browser / API Authentication Layer SAML 2.0 IdP Human Signal Login Account-based Access Control Organizations Role-based Access Control HTTPS Metadata Storage HumanSignal VPC Application Server Metadata Storage (PostgreSQL DB) URLs Input Data Storage — text, images, audio that contain PII Customer VPC Storage Storage Storage Storage Access Control Secure User Management Label Studio Enterprise supports single sign-on using SAML to manage access to Label Studio using your existing Identity Provider, or with LDAP authentication. The HumanSignal platform supports the following identity providers: Microsoft Active Directory Okta OneLogin Ping Federate / Ping Identity / PingOne Others that use SAML assertions The HumanSignal platform also supports System for Cross-domain Identity Management (SCIM) version 2.0, a popular protocol to manage access for services and applications across an organization. SCIM interacts with our customer's SSO integration (for example, Okta), allowing them to manage access to The HumanSignal platform workspaces, and grant roles to individual users and groups. Organization Acme Inc. Members Search Name Email Role Justin Dalton justin@acme.inc Owner Diane Nguyen diane@acme.inc Admin KR Kris Richardson kris@acme.inc Reviewer Lauren Smith lauren@acme.inc Annotator HC Hazel Combs hazel@acme.inc Annotator SP Sam Palmer sam@acme.inc Annotator See how Label Studio Enterprise can work at your organization. Contact Sales Compare Versions VIBE CODE custom, multimodal UI to capture human judgment Programmable Interfaces FULLY PROGRAMMABLE Create any custom interfaces MULTIMODAL DATA Text, images, video, audio, PDFs, time series EMBEDDABLE Bring annotation into any application CONNECTED TO Full-scale infrastructure used by millions AI Automation LLM AS JUDGE Use models to automate evaluations and benchmarks AUTOMATED PRELABELING Use any custom LLM to accelerate annotation PLUGINS Hooks to transform and manipulate data Quality Assurance AGREEMENT WORKFLOWS Resolve complex annotations with multiple experts WORKFORCE MANAGEMENT Scale human labeling for large projects ROLES & PERMISSIONS Integrate into enterprise environments Data Security & Compliance Access enterprise data with full respect of your security and governance.