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Executive Summary

Chip design and manufacturing knowledge is split across two demanding requirements: design IP so sensitive that export-control law restricts who is allowed to see it, and engineering answers precise enough to trust before they're baked into a mask set.

The Vertiva Answer

CommitmentHow it's engineered
Design IP stays in-boundarySelf-hosted models process export-controlled technical data in-boundary
No answer without a citationGuardrails prevent an unverified parameter from reaching a design database
Cost attributed by programPer-workspace token budgets map to project and tape-out cost codes

Example: A test engineer asks why a silicon stepping intermittently fails a burn-in test. The knowledge graph links the alarm to a prior post-mortem tracing a similar pattern to sensor calibration drift.

Conclusion

Semiconductor engineering doesn't need an assistant that sounds confident — it needs one whose answers a design lead can trust before they reach a mask set.