Before adopting Graph-RAG copilots for piping and instrumentation design, chemical process firms need data governance, safety guardrails and a clear human-in-the-loop workflow, not just a language model. Every process engineer who has worked through Front-End Engineering Design (FEED) knows the pattern. You need a pump loop assembly for a new unit, and rather than designing […]
The post Deploying AI Copilots for P&ID Workflows: What EPC Firms Must Get Right appeared first on Chemical Engineering.
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