Plastics & Packaging Converters
A leak unique to packaging: a brand changes a design or retires an SKU and the printed reels, pouches or cartons already made turn into dead stock, discovered a year later and written off. Customer complaints, line rejects and internal rejections live in scattered notes; nobody can say which structure, mould, board grade or shift drives most of the cost-of-poor-quality.
Who has it
Flexible packaging converters and corrugated and rigid box makers with printed cartons and labels feel the dead-stock leak most, with injection and blow moulders next where rigid packs are printed or labelled; the cost-of-poor-quality side touches every converter, sharpest where print and lamination defects and cavity rejects run high.
What we build
An alert layer over inventory and the order book that flags printed finished-goods and work-in-progress against the customer's live SKU and artwork status, surfacing at-risk stock while it can still be recovered or billed to the customer instead of written off.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine carries it: rules that match printed finished-goods and work-in-progress against the customer's live SKU and artwork status, the inventory and order-book join, and the alert queue that surfaces at-risk stock while it can still be recovered or billed.
Where AI helps
AI is confined to reading scattered complaint notes, line-reject logs and internal-rejection records and clustering them so the two or three causes of poor quality stand out by structure, mould, board grade and shift; it points to the cause, it never issues a credit or writes off stock.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
Stranded printed stock is recovered from the customer or cleared early, so a recurring annual write-off becomes a recoverable line. The plant fixes the two or three causes that matter instead of chasing every complaint, so complaint-credit value drops on the worst accounts.
Illustrative outcome
Stranded printed stock is recovered from the customer or cleared early, so a recurring annual write-off becomes a recoverable line, and as the plant fixes the two or three causes that matter, complaint-credit value drops on the worst accounts. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.