Understand
Map your workload, constraints, and what a correct response looks like.
ENTERPRISE AI HARNESS ENGINEERING
Better AI starts
beyond the prompt.
Intelligence, connected.Execution, engineered.
We design the memory, tools, and execution systems
that make enterprise AI work.
BUILT AROUND YOUR DATA. DESIGNED FOR YOUR REALITY.SCROLL TO EXPLORE ↓
01 / EXPLORE THE HARNESS
See what happens
between request and response.
Run a sample. Change a layer.
Follow the decisions along the way.
EXECUTION TRACEFQ / 001
Choose a workload and run the simulation.
Interactive simulation · No data is uploaded and no model is called. Timing is illustrative, not a performance benchmark.
02 / UNDER THE HOOD
Every layer
has a job.
Your model is one part of the system. The harness decides what it sees, what it can do, and when a person steps in.
SYSTEM ARCHITECTUREVIEW / 01
SELECT A LAYER TO INSPECTContext & memory
Relevant passages are selected from permission-aware sources. Working memory carries decisions forward without repeating the entire history.
03 / BUILT FOR YOUR REALITY
Your workload.
Your architecture.
Start with the systems you already have.
Choose how the harness connects.
Architecture exploration only. Selecting a source does not connect to your systems.
ENGINEERING, WITH INTENTION
From a real problem
to a working system.
Engineer
Connect context, tools, and execution with clear responsibilities.
Evaluate
Measure response quality, token consumption, and latency together.
Improve
Use traces and feedback to refine the system as requirements evolve.
04 / ENGINEERING NOTES
Understand the decisions
behind the system.
FIELD NOTESFROM FOXQUAN
Building your own? Start by exploring the system.
Explore the demoLET’S BUILD SOMETHING THAT WORKS
Bring us your
hardest AI workload.
Tell us what you’re building, where execution breaks down, and what better looks like.
dev-admin@foxquan.com