About

Starting from real business workflows

We care not only about what models can do, but about how capabilities enter a process, how they are validated, and who maintains them over time.

Augnera (Shenzhen Mizhi Intelligent Technology Co., Ltd.) is an AI software product company based in Shenzhen, China, that starts from real business workflows. We do not treat large models themselves as the product; we combine data, process, quality validation, and delivery methods into software capabilities that actually work.

Mission

Turn complex AI capabilities into software products with clear boundaries, verifiable behavior, and sustainable maintenance, helping teams solve concrete work problems.

How we work

First understand the existing process and lines of responsibility, then fix the inputs, outputs, and acceptance criteria. Questions that a small-scope validation can answer should not be buried under a grand plan.

Data & security principles

We only process authorized data, use and retain information within the necessary scope, and make permissions, logging, human review, and exit mechanisms explicit in every solution.

Quality responsibility

We choose tests, citations, records, or human sampling according to the scenario. For high-impact judgments, automated results only assist — they never replace the responsible party.