
Prompt Engineering · Model Integration · Evaluation · Deployment · Monitoring
ARES is an M&S enterprise that builds and operates the entire LLMOps pipeline in-house.

We design domain-specific prompts and continuously improve quality through version control and A/B testing. 17 years of domain knowledge in the M&S field marks the difference in prompt quality.
We operate systems to automatically evaluate the accuracy, consistency, and safety of LLM outputs. This combines quantitative metrics with qualitative review by domain experts.
We automate the CI/CD pipeline from building to deploying LLM-based applications. Built on our existing Agile/DevOps capabilities, we established LLM-specialized workflows.
We track the performance, cost, and quality metrics of production LLMs in real time, immediately detecting anomalies to initiate improvement cycles.
ARES has transitioned to a development system where all employees practice Vibe Coding. Not just developers, but also domain experts describe requirements in natural language, and AI generates the code.
This is possible because our LLMOps pipeline functions in real-world environments. Comprehensive AI development across the entire company is only viable when prompt quality management, output evaluation, and deployment automation are fully established.
Vibe coding without a solid LLMOps pipeline remains a personal experiment.
ARES achieved a company-wide transition because we have the pipeline in place.

Explore ARES's LLMOps operational framework.
We share the insights needed for your enterprise's AI transition.







(주)아레스
대전광역시 유성구 은구비남로33번길 23 경동빌딩 3층
T. 042)861-0743
F. 042)861-0744
hi@aresinfo.com









