We work at the seam between research-grade models and production systems — from multi-agent pipelines to industrial computer vision deployed in the field.
我们在研究级模型与生产级系统的接缝处工作 —— 从多 Agent 流水线，到真正部署在现场的工业计算机视觉。
We build end-to-end AI systems — models, orchestration, infrastructure, and the product surface on top. AIVAULT is a small, senior studio taking on select engagements for clients at home and abroad.
我们做端到端的 AI 系统 —— 模型、编排、基础设施，以及最上层的产品。AIVAULT 是一支精干、资深的工作室，常年为国内外客户承接精选项目。
Our practice spans multi-agent orchestration, retrieval-augmented generation, industrial computer vision, and generative-video production automation. We prefer work where the model has to survive contact with the real world — hardware, users, or both.
我们的实践横跨多 Agent 编排、检索增强生成、工业计算机视觉，以及生成式视频的生产自动化。我们偏好那些模型必须经受真实世界考验的工作 —— 面对硬件、面对用户，或两者兼有。
