# Platform roundup: August 2025

Here’s what’s new in August.

## Image autolabeling

Use TensorFlow models to automatically generate annotation predictions for images in your datasets, saving hours of manual labeling work. Choose a reference model and set your confidence threshold; then simply review and accept or reject the model’s suggestions.

[Product roundup: August 2025_Dataset predictions](https://www.youtube.com/watch?v=6RNvpV9K08Q)

_Generate predictions, choose a model, and set confidence threshold._

## Viam apps

Spin up a ready-to-use web app—powered by Viam—in as little as 10 minutes. Whether it’s a control dashboard, monitoring interface, or data visualization tool for your machines, Viam web apps make it easy to get your project live without starting from scratch.

Labeling data to train a computer vision model has been a manual (and tedious) process —until now.

[Read More](/content/post/3-ways-auto-labeling-in-viam-can-elevate-your-edge-ml-project/index.html)

## Universal search in Viam's mobile app

Search across all your organizations, locations, and machines and jump directly to any robot in your fleet with our new universal search feature. It’s perfect for troubleshooting in the field or checking deployments on the go—just tap the search icon and start typing.

[Product roundup: August 2025_Universal Search](https://www.youtube.com/shorts/myrl6VQCSic)

_Search all of your orgs quickly and navigate directly to a machine._

## Recent orgs

Switching between organizations just got faster. The org drop-down menu now shows your 5 most recently accessed orgs at the top—which means no more scrolling to find them.

[Product roundup: August 2025_Recent Orgs](https://www.youtube.com/watch?v=3F1s_FVJs0w)

_Switch easily between recently accessed organizations._

## Machine job scheduler

Want repeatable tasks to run automatically on your machines? You can now set up recurring tasks using cron jobs directly in your machine’s config—perfect for rote work like scheduled maintenance and data uploads.

From streamlined navigation to faster, more iterative machine learning workflows, it's never been easier to build on Viam. Get started [now](https://auth.viam.com/oauth2/authorize?client_id=ce2227b8-4e43-46af-b701-a4b3359d4b4e&redirect_uri=https%3A%2F%2Fapp.viam.com%2Fcallback&response_type=code&scope=openid+profile+email&state=%2B7ZiTmG%2FTVup%2BWVMXFuZWuCAt%2BhwjGYDtstchwS0Cxw%3D).