Clarify the requirement first
Confirm drawings, material, tolerances, quantity and timing before quoting and production.

About us
We manage quoting, engineering, production follow-up, quality and global delivery.
AI-powered instant quoting is coming soon. Stay tuned.
We are an AI-native startup that has recently completed an angel financing round. We use AI to reshape the full chain from custom demand to manufacturing delivery.
We operate an AI-driven online custom intelligent manufacturing delivery platform covering the end-to-end chain from custom requirement analysis to manufacturing delivery, including requirement analysis, drawing recognition, DFM, quoting, payment, quality inspection, logistics and after-sales service, serving both business customers (B2B) and individual consumers (B2C).
We develop AI software—including vertical AI models, AI agents, vertical solutions and commercial applications—and hardware, and provide related consulting and implementation services.
The standard is simple: conforming results, delivered as agreed, with someone accountable when issues arise.
Confirm drawings, material, tolerances, quantity and timing before quoting and production.
Factory matching is only the start. Production, quality, exceptions and timing need active follow-up.
Customers receive conforming results and factories receive suitable work. That is how partnerships last.
We keep customer communication, engineering, factory coordination and delivery in one team, with fewer handoffs and clearer ownership.
Know how overseas teams submit requirements, evaluate manufacturing capability, inspect results and reorder.
Speed up drawing review, DFM, quoting, stock, setups, process and time preparation.
Bring engineering, factory coordination, quality records and global delivery into one operation.

We turn drawing review, DFM, process planning and estimation into tools engineers can review and edit. Tools prepare; engineers decide.
Explore Manufacturing AI →
For manufacturing projects, partnerships or careers, send us an email.
