Agentic Analyst's Cockpit for PCB/IC yield prediction.
YieldModel analyzes IC manufacturing yield using deterministic tools and a physics-based optimization model. It supports a traditional CLI (9 tools) and an Agentic Cockpit (13 tools) with visualizations.
14 component types per board with yield measurements.
9 CLI tools + 13 cockpit tools (overlap across variations).
Deterministic optimization using SLSQP and fault probability bounds.
Y is the board yield (probability of no defects), p_i is the fault probability for component type i, and n_i is the count of that component on the board.
PlanBuilder generates a step sequence, the Blueprint Panel surfaces it for approval, and the Agentic Engine executes with full traceability.
| Board | A | DIP | Nsth | G | Ct | Yield |
|---|---|---|---|---|---|---|
| 1 | 123 | 580 | 202 | 1024 | 50 | 86.32% |
| 2 | 323 | 240 | 288 | 314 | 60 | 80.64% |
| 3 | 20 | 292 | 240 | 560 | 746 | 84.10% |