XINGZHI LAB · AI ENGINEERING & RESEARCH
BUILDING AI THAT WORKS
An AI lab advancing engineering and research in parallel.
We build real-world AI products and automation systems
while pushing the boundaries of autonomous models.
2PARALLEL TRACKS
∞ITERATION DEPTH
1LONG-TERM GOAL
SCROLL
01ENGINEERING
AI THAT WORKS IN
THE REAL WORLD
Products and systems that actually run, get used, and keep evolving — our baseline for engineering.
ENG · 01 ACTIVE
AI Software Products
Design, build, and deliver end-to-end AI software that solves real problems — from requirement to running system, never stopping at the concept layer.
ENG · 02 ACTIVE
Automation Systems
Turn repetitive workflows into self-sustaining automation — reducing manual overhead and freeing up effort for higher-order work.
02 RESEARCH
EXPLORING
AUTONOMOUS MODELS
We are building our own models.
This is not a future plan — it is work in progress right now. The direction is autonomous intelligence. The time horizon is long.
Engineering funds and grounds the research. Research sharpens judgment in engineering. The two tracks are not independent.
RES · 01
Autonomous Model Research
Building understanding of intelligence from first principles — exploring proprietary model architectures and training methods.
RES · 02
Long-term Direction
The direction is autonomous intelligence. The timeline is set by the research itself, not external pace.
RES · 03
Ongoing
Research and engineering run in parallel, mutually reinforcing. Specific progress is not disclosed publicly.
03HOW WE WORK
DO REAL THINGS
01
Build First
No conclusions before a working prototype. Descriptions cannot replace systems. Plans cannot replace products.
02
Validate in Production
Working in a demo does not count. We only care about results in real-world usage.
03
Compound, Go Deeper
Engineering compounds into research ammunition. Research sharpens engineering judgment. Both tracks move in the same direction.