Practical writing on NPI, new product introduction, or new part introduction as most contract manufacturers call it, manufacturing coordination, and what AI-native program management actually changes for contract manufacturers in aerospace, defense, electronics, and advanced manufacturing.
ERP for transactions, MES for the floor, and the NPI layer nobody sells you. What each one does, where programs stall, and five questions to find your weakest layer.
The three categories of tools NPI teams use today, the capabilities that matter, and the questions to ask every vendor before you sign.
What the role actually involves, the skills that separate average from great, the tool stack and its limits, and how to stop drowning in spreadsheets.
A phase-by-phase checklist for contract manufacturers: design transfer, tooling, process validation, PPAP, pilot, ramp. Built from real programs.
Why customer programs don't behave like internal programs, where the hidden coordination tax actually hits, and what best-in-class CMs do differently.
What ERP, PLM, and MES were each designed for, why NPI breaks inside all three, and how a coordination platform fits alongside without ripping anything out.
What the coordination tax costs, and the five issues that repeat across every industrial vertical.
The phases, gates, roles, and common issues of NPI, and why coordination is where most programs slip.