We are a scenario intelligence company.
We work with enterprises and institutions, embedding AI, data, systems, and business processes into concrete scenarios to build intelligent products and solutions that truly work.
Let intelligence truly enter the real world.
We are exploring how to let general intelligence truly enter concrete scenarios, take part in the work, and create value. There are not many answers already written here. We hope to figure out the answers together with people who stay curious about products, technology, and the real world.
What we value
Open roles
Turn LLM and agent capabilities into real business scenarios and deliver usable AI applications.
- —Proficient in at least one of Python / TypeScript; can ship features independently.
- —Familiar with LLM APIs, RAG, and Agent patterns; project experience preferred.
- —Can collaborate with product and design to turn prototypes into working solutions.
- —Curious about real business scenarios and willing to dig into the problem.
Build high-performance, accessible user interfaces for our website and products.
- —Proficient in React / TypeScript and modern frontend tooling.
- —Care about performance, accessibility, and faithful implementation.
- —Can work closely with designers to deliver high-quality interfaces.
- —Next.js / Vite experience is a plus.
Own the experience and interface design of scenario-intelligence products, making complex capabilities simple and natural.
- —Proficient in Figma; can deliver interaction and visual design end-to-end.
- —Care about AI product experiences and stay sensitive to new tech.
- —Can collaborate with users and engineering to clarify fuzzy needs.
- —Tech or AI brand experience is a plus.
Own the full lifecycle of AI products from insight to launch, turning scenario needs into product plans.
- —B2B or AI product experience; can independently drive requirements and solution design.
- —Can communicate effectively with customers, engineering, and design.
- —Understand business processes and can distill product opportunities from real scenarios.
- —Strong problem-decomposition and project-push skills.
If you resonate with what we are doing, even without a perfectly matched opening, we would love to meet you.
Change starts with this conversation.
Whether it is a clear project or a scenario worth exploring, you are welcome to talk to us.