OnpremBench.aiby Understand.tech
APPLICATIONS / BUILT ON REAL MACHINES

Your machine.
Put it to work.

Explore the application layer of a complete AI system: local models, connected tools and real working environments. Inspect data boundaries and operating requirements before adapting a build.

Two connected layers. Infrastructure records explain how the model server runs. Application records explain what you build on it, what it depends on and what stays local. Explore infrastructure

Understand Tech01 / NO-CODE APPLICATION BUILDER

Build applications inside the box.

UT’s app builder lets teams create applications around their local AI stack. Explore what an application record should make reproducible.

UT field record · configuration pendingRead the application record
Understand Tech02 / DEVELOPER WORKSPACE

Coding tools, with a local model.

Keep the model endpoint and code-processing path explicit. Document how a coding assistant works with inference on your machine.

UT field record · configuration pendingRead the application record
Understand Tech03 / ENGINEERING & TEST AUTOMATION

An agent beside the test bench.

Wi-Fi module testing with an execution agent, local AI and confidential test assets kept close to the equipment.

UT field record · configuration pendingRead the application record
SHARE THE APPLICATION. NAME ITS DEPENDENCIES.

A useful record can stand on its own.

Show the application, the machine and the exact software it requires. Include a license for anything others can reuse. Mark UT-dependent templates clearly, alongside applications built on other stacks.

Read our sharing principles