AI Disclosure
Zerovyn is an AI-first engineering studio. This page says plainly where AI is used, what that does and does not change about the work, and who is responsible for the output.
Where AI is used
- Research and investigation — market, technology and competitor research is conducted with AI assistance to cover ground faster, then checked against primary sources before anything is delivered.
- Code and engineering — AI assists in writing, reviewing and refactoring code across the stack. It also assists in test generation and in exploring approaches to a hard problem.
- Analysis — summarising large volumes of material, extracting structure from unstructured input, and surfacing patterns a person then evaluates.
- Automation and agents — the autonomous agent systems Zerovyn builds for clients are AI systems by definition. So is the internal system that runs Zerovyn's own operations.
- Content — drafting and editing of written material, including parts of the site you are reading.
- The on-site chat assistant — it is an AI. Its replies about Zerovyn are generated, and where its provider is unavailable it answers from a fixed set of facts we wrote.
What AI output is, and is not
AI output is a strong draft. It is not a verified result. Language models can produce text that is fluent, confident and wrong, in ways that are hard to spot precisely because they read well. Generated code can compile, pass tests and still encode a wrong assumption about the domain. This does not make the tool useless; it makes validation part of the work.
What Zerovyn does about it
A person reviews AI-assisted output before it is delivered as a Zerovyn deliverable. For code that means review against the requirements and the environment it will run in. For research that means checking the claim rather than the sentence. For written material that means reading it as a sceptic. Review materially reduces error and does not eliminate it.
Your responsibility
Unless a specific written agreement says Zerovyn owns a validation obligation for a given deliverable, the decision to rely on delivered output is yours. This includes code you deploy, analysis you act on, and research you cite. The disclaimer states this in legal terms.
Training and your data
Messages sent to the on-site assistant are passed to the model provider to generate a reply. They are not used by Zerovyn to train anything. What the provider does under its own terms is the provider's policy; see the privacy policy for the full picture.
No AI claim made here
Zerovyn does not claim that its AI is unbiased, that its outputs are reliable by default, or that any tool supersedes human judgement. The opposite is stated plainly: validation is required, and the person is responsible.