> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.umnai.com/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.umnai.com/_mcp/server.

# Changelog

## July 27, 2026

## Customer-provided account storage

Accounts can now use either storage provisioned by Umnai or an Amazon S3 bucket provided and managed by the customer.

The new [Account storage](/guides/setup/account-storage) guide explains the two options, distinguishes account storage from read-only source-data storage, and documents the bucket and policy requirements for customer-provided storage.

## New user guide

We’re rolling out a new version of the Umnai documentation, with a cleaner guide structure, simpler navigation, and expanded examples across the core workflows.

The new guide reorganises the documentation around the main platform journey: setting up access, preparing data, training models, deploying models, and generating views. It also adds clearer explanations for view responses, updated API examples, and more practical guidance for interpreting results.

This update is designed to make the documentation easier to follow from first setup through to production use, while keeping the API reference focused on exact request and response details.