Context
Connect models to the information and constraints that make an answer relevant.
02AI & Software
Intelligence,deployed.
We design AI around real decisions, then build the software that makes it dependable in daily use.
Research → Product → Operation02.1Position
We do not build AI theatre. We build working systems.
A useful model changes a real workflow: what someone sees, decides or does next. That is why evaluation, interface and operations matter as much as model capability.
We start narrow, measure honestly and expand only when the system earns trust.
AI02.A
Applied intelligence
Models are one component.
The system is the product.
We combine context, retrieval, evaluation and human judgment into systems that remain useful beyond the first impressive output.
Evaluation
Define quality before scaling. Test continuously against real failure modes.
Control
Keep human judgment where stakes, ambiguity or accountability demand it.
SW02.B
Software systems
Software should disappear
into the work.
We build focused tools, internal platforms and product infrastructure. Less surface area, clear ownership and an architecture that can evolve without drama.
TZU / BUILD SYSTEM
- 01Define the useful outcome
- 02Instrument the real workflow
- 03Ship the smallest complete system
- 04Measure, learn, compound
02.3Build standard
The constraints we keep
Capable. Legible.
Operable.
Real utility
A system must remove friction, improve a decision or create a new capability.
Measured quality
We define success, failure and uncertainty in terms the operator can use.
Durable architecture
Models change quickly. The product should be designed to absorb that change.
Clear control
Security, permissions and human override belong in the design from day one.