How we use AI — and where we will not
We build with AI and we use it in delivery. A person still owns what goes live.
UVTECH INDIA uses AI in two places: inside products (ProMath checking a student’s method), and inside delivery (research, test data, a first draft of copy). Both have a human in the loop.
In the product
A model that marks working must be wrong sometimes. We keep an override, an audit, and a way to turn the feature off. We do not hide the model behind a magic button.
In delivery
AI can sketch a layout, a meta description, or a test list. An editor still publishes. ApexCMS never auto-publishes model output to the public URL.
What we will not do
We will not bolt a public chatbot onto a site and call it transformation. If you need an assistant, we specify the questions it may answer, the data it may see, and who reviews the misses.