Spec to buildable system, in four moves.
You describe what you want to run and what you can spend. The factory does the cross-domain engineering and hands back a system you could build today. Here is what happens between those two points.
Spec
You describe the use-case and budget in plain language. A typical spec reads like "run a 7B model in a field briefcase under 60 watts." No part numbers, no CAD, no spreadsheet.
Most requests are local AI and LLM inference. The factory also handles vision, sensor-fusion, and mixed workloads. You state the intent and the factory takes it from there.
Constraints
Agents turn that sentence into hard limits. Model size and quantization set the memory bandwidth. Bandwidth and power set the silicon. Silicon sets the heat, and heat sets the chassis.
Every dial is coupled to the others, so the agents solve them together. The result is a consistent envelope for power, thermal headroom, noise, throughput, and cost rather than a wishlist that never closes.
CAD, BOM, and thermal
A physical layout is solved and parametric CAD is emitted for the chassis and internals. In parallel the factory builds a bill of materials where every part carries the reasoning for why it is there.
You get a design you can read, not a black box. The parts fit the constraints, the constraints trace back to your spec, and the layout reflects real components in real positions.
Validate
Thermal simulation and operating-mode envelopes confirm the system holds under burst and sustained load. The check happens before a single part is ordered.
What comes back is a validated system for your use-case and budget. Sourcing the parts and fabricating the machine are on the roadmap, so the loop from a spec to a box on your bench keeps closing.