AI product delivery
We connect models, shape workflows, validate prototypes, and ship usable systems.
AI product systems studio
Amberapi
Interactive AI workflows, product engineering, data systems, and launch-ready web products.
Web product engineering
We build official sites, admin tools, dashboards, and maintainable full-stack products.
System integration
We connect databases, sheets, third-party APIs, cloud servers, and automation flows.
01. Featured Work
We build AI application prototypes around real business scenarios, covering product design, frontend and backend development, model integration, deployment, and feedback loops.
We build official websites, case showcases, admin dashboards, filing footers, and basic operations workflows for startups and small companies.
We integrate databases, spreadsheets, third-party APIs, and internal workflows into practical dashboards and automation tools.
02. Team
Tap the team panel to see how project leads coordinate research, product, engineering, AI tooling, and delivery partners around complex builds.Project leadsBINGHE × MENGQIExtended team and AI workflowOpen collaboration layerCollaboration layer openAI collaboration map
Extended team and AI workflow
Specify
Requirements, user stories, acceptance criteria, and product boundaries are made explicit before build work starts.Specify
Click a node to inspect the collaboration pathUniversity of Minnesota, STEM program
BINGHE
We bring years of commodity-industry internet experience, with strength in market information systems and intelligent industry products.
- We have led nationwide commodity market information collection networks.
- We combine category research, product design, and AI-enabled market analysis.
- We build structured workflows that turn industry signals into usable product insight.