Print-on-demand (POD) is a dropshipping model in which an item is made only after a customer orders it. That lowers finished-goods inventory exposure, but it moves risk into the production handoff: artwork version, product fit, print method, acceptable variation, QC, packing, and delivery must still match. AIDropAgent coordinates those China-side decisions and returns exceptions before they become silent order failures.
Check: dimensions, resolution, color mode/profile, transparency, bleed/safe area, fonts, line weight, and file naming.
Gate: ready, repairable, or new artwork required.
Check: product/blank, surface, color, size, print method, placement area, wash/use conditions, and supplier capability.
Gate: compatible, constrained, or unsuitable.
Check: SKU-to-artwork map, version, approver, sample requirement, allowed tolerance, and effective date.
Gate: test print authorized or listing held.
Compare: placement, scale, color movement, edge detail, texture interaction, finish, product condition, and packing presentation.
Document: sample photos, product/blank, method, artwork version, settings where available, observed variation, and affected SKU.
Decide: approve, approve a named tolerance, revise the file, change the product/method, or reject the sample.
Expected variation: small color, placement, texture, or finish movement within the approved reference and product/method limits.
Action: continue and record when monitoring is useful.
Review condition: repeated drift, borderline placement, changed blank/product, new supplier/method, or a visible customer-promise risk.
Action: hold affected production and compare with the approved sample.
Defect evidence: wrong artwork/version/SKU, major misplacement, missing print, contamination, damage, unreadable detail, or agreed-limit failure.
Action: reprint, replace, rework, or reject with affected scope.
Input: store SKU/order.
Resolve: product/blank, variant, artwork version, placement, method, and approval state.
Execute: retrieve the controlled file, produce, compare critical points, record any hold, and release the completed item.
Complete: apply the approved pack, dispatch through the chosen route, and return status/tracking or a named exception.
Product/blank, print/decoration, setup or file repair, sample, component, and any method-specific minimum.
Per-order production handling, inspection, packing, dimensional weight, route, destination, tracking, and delivery-service assumptions.
Failed print, reprint/replacement, stockout, approved variation, return/refund exposure, and management time spent on unresolved exceptions.
Print-on-demand is one operating mode, not a permanent commitment. The right step depends on design stability, service promise, variation tolerance, and how much inventory attention the store is ready to own.
Use when: designs are being validated or order volume does not justify finished inventory.
Visible output: approved artwork version, production method, SKU-to-file binding, and order-level status.
Watch: per-order production time, method variation, and exception handling remain part of the customer promise.
Use when: repeat designs need tighter consistency, faster packing, or coordinated inserts and labeling near the supply base.
Visible output: approved sample, batch quantity, inventory owner, QC release, and reorder rule.
Watch: the batch saves repeated production coordination but introduces cash, storage, and obsolete-design exposure.
Use when: destination demand and service requirements justify local receiving and dispatch.
Visible output: forecast boundary, receiving and QC rule, service target, stock trigger, and exit path.
Watch: local speed is bought with more fixed handling, forecast dependence, and inventory ownership.
Decision rule: move up the ladder only when the next mode solves a documented consistency, handling, or service problem. A lower unit price by itself is not enough if it increases cash exposure or version risk.
No. A mockup communicates intent. The physical result depends on the file, print method, material, product, color, placement, and process. A test print provides better evidence.
No. Requirements vary by product, print area, method, material, color, and artwork detail.
The workflow should connect the order, file version, product/variant, observed result, evidence, agreed tolerance, and remake, hold, accept, or other next action.
