Structured is a managed, cloud-hosted platform for building, deploying, and sharing Python-based analytics apps. Powered by the open-source Preswald framework, you can import GitHub repositories, customize your apps with your own branding, and deploy them in seconds—all in a secure and scalable environment. Collaborate with your team, share your apps effortlessly, set up authentication, and turn raw data into actionable, visually engaging reports and dashboards.

Structured makes it easy to go from idea to production without needing to manage infrastructure.

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Core Concepts

Easy Cloud Deployment

Deploy apps to the cloud with one command. Preswald handles scaling, hosting, and reliability so you can focus on building.

Secure Authentication

Set up secure login with SSO, multi-factor authentication, and role-based permissions. Protect your data with enterprise-grade security.

Handle Large Data Volumes

Work with bigger datasets—structured or unstructured. Preswald is built to handle millions of rows and scale with your needs.

Team Collaboration

Add as many collaborators as you need. Manage roles, track edits, and keep everyone aligned with a single source of truth.

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