AI Workflows for Supplier Communication: What Actually Works
Quotation analysis, cross-language drafting, spec extraction and negotiation prep — four AI workflows from real sourcing work, with the guardrails that make them safe.
REFERENCE / ARCHIVESILICON STEPS
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AI & Operations
Practical AI workflows, automation and process optimisation for supply chain and operations teams — tested in real work, documented honestly.
ENTRIES02
Running Supply Chain Reports with AI — Without an IT Team
A weekly AI reporting routine built from ordinary exports: inventory health, sales movement, supplier performance and cash exposure — verified, filed, repeatable.