One accountable team
Strategy, product design and engineering stay connected from day one.
Independent AI product company
We design and engineer AI applications around real work — from the intelligence underneath to the experience people trust every day.
Strategy, product design and engineering stay connected from day one.
We design around users, workflows and operating conditions — not demos.
English-first collaboration for teams and customers across time zones.
We turn a promising model into a dependable product: shaped around a real job, integrated with the right context, and ready for everyday use.
Turn repetitive decisions into reliable operations.
Purpose-built tools that read context, take action and keep people in control when judgment matters.
Make specialist knowledge easier to use.
Search, synthesis and decision-support experiences grounded in the information your teams already trust.
Give capable models a usable front door.
Thoughtful product experiences that make complex AI behavior legible, controllable and genuinely useful.
A focused senior team stays with the work from the first hard question through launch and improvement.
More about LinghangWe start with the job to be done and the people doing it, not the model.
We put a working version in front of real users early, then refine it.
We ship production software — tested, monitored, and ready to scale.
We stay on after launch to measure, tune, and keep it running.
Have a real problem worth solving?