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Job 02 · Quality

// Spring manufacturers · Certificate packages

The quality package for a spring shipment, assembled from your records for your quality manager to sign.

Before a lot ships, someone pulls the load test readings, the mill's wire certificate, the heat treatment and plating records and the print's requirements, then works out what's missing. In a free AI proof of concept, AI assembles that package again on copies of 20 to 30 lots you already shipped, setting each lot's readings beside the print's stated requirements and naming every record the file doesn't hold. Your reviewer, the member of your quality staff who knows these packages best, compares each one with the package that went out.

Book a proof-of-concept call30 minutes with Rob
Shipped lots
20 to 30
Readings judged
None
Certificates signed
None; your quality manager does that

// The one job

From a lot's scattered records to a package ready for a signature

A spring's paper trail starts at the wire mill and ends at the load tester. A coil arrives with a certificate and a tag. The lot gets coiled, stress relieved, maybe shot peened, ground or plated, and tested at the lengths or angles the print calls for. Your quality manager gathers all of it, sees that each record really belongs to this lot, and signs.

In the test, AI reads copies of those records for lots you already shipped and assembles the package in the order your customer expects: readings by lot, wire material certificate, heat treatment and plating records, the print's stated requirements, and a list of what is missing or won't tie to the lot. It marks no reading as passing or failing, and it never opens a live certificate.

Lot recordsCopies only
Load test printout
Wire certificate
Heat treat record
Plating record
LotLoad at lengthRecord
Invented records, no customer's lot
Gathered by lot
gaps named for a person
Quality packageFor your quality manager
Print requirements
Readings by lot
Process records
Missing items
RequirementRecord foundGap
Made-up package, for illustration

// Where a package comes apart

A record can be real and still be about the wrong spring

Each wire specification lists different tests. ASTM's published summaries name tension, wrap and torsion tests for A228 music wire, tension, wrap and surface tests for A229, and wrap, coil uniformity and bend tests for A313 stainless, whose tensile requirements also speak to wire after a prescribed heat treatment. A1000's summary brings in eddy current testing along with etched surface, decarburization and inclusion content. A mill certificate can be genuine and still report a different set of tests from the ones a customer's specification names. The package lists what the certificate reports beside what the print cites, ties the heat or coil number to the tag and the job, and leaves any difference for your quality manager.

The order of operations decides what a reading means. Machinery's Handbook lays out why the sequence matters. Compression springs are baked after coiling to relieve residual stress, and baking an extension spring takes away some of its initial tension. Outside diameters shrink on music wire and carbon and alloy steels and grow on 18-8 stainless. Hooks and torsion arms shift with heat. Plated springs are baked before plating and again after it to relieve hydrogen embrittlement. So a load reading with no place in that sequence, or a plating record with no later bake on file, is among the first things the package lists. It doesn't say what either one means.

Shot peening keeps its own numbers. The Institute of Spring Technology names the Almen arc rise as the main control on peening intensity and says the specified value is the one reached at saturation, with type A or thinner type N strips chosen to suit the shot stream. Where a print calls for peening, the package looks for the strip type, the arc height and the date in your record, and names whichever isn't there.

A reading needs its conditions and its tester. ISO 22705's three parts cover measurement and test methods for cold formed compression, extension and torsion springs, and each leaves out dynamic testing. A torsion reading is empty without its angle; the handbook writes one as a torque at a stated deflection, and a compression load tolerance runs on deflection from free length. ASTM E4 covers force calibration and verification of static or quasi-static testing machines, wants its force standards calibrated under ASTM E74, and leaves the buyer, owner or user to designate which indicators get verified. The package records each reading's length or angle, its units, the tester that took it and the verification date on file.

Buyers set the paper. ASTM A125, for hot-coiled helical compression springs from bar 3/8 inch and larger, lists supplementary requirements S1 to S8 that apply only when the purchaser specifies them. A Railway News summary of UIC Leaflet 822, for rail vehicle springs, describes batch-based certification, and says EN 13298 requires unit-specific marking for safety-critical components. One account's lot certificate is another's spring-by-spring file. Your reviewer, usually your quality manager, will check that each record ties to the right lot, each requirement from the print and PO appears, and every gap got named instead of filled. Standards are cited for context, and nothing here is legal or engineering advice.

// What you send

Lots your quality staff already signed for

Copies only
Shipped lots
01

20 to 30 shipped lots

Each lot's PO, print and the package that went out. Include a plated lot, a shot peened lot if you do them, and one your quality manager held back for a missing record.

02

Load test records

Tester printouts, saved reports or handwritten log sheets, with the length or angle of each reading as you recorded it.

03

Wire and process paper

Mill certificates and coil tags, heat treatment or stress relief records, plating and peening certificates, as scans or exports.

04

Your package layouts

The certificate forms and cover sheets you send, by customer where they differ, and any standing instructions on what a package must include.

05

NDA signed, copies only

Signed before any record moves. No login to your shop system, no connection to a load tester or coiling machine, and no live certificate opened. Records that can't leave your building become look-alikes built with your reviewer.

// Before it starts

Settled before any lot file is copied

Your owner and quality manager put these in writing first.

Certificate package test termsSet by the owner
Your reviewer
Named by the owner, usually the quality manager
Who signs
Your quality manager, every package, in the test and live
Success criteria
In writing: records tied to the lot, requirements found, gaps named
Sample
Chosen by your reviewer, with plated and unplated lots
Price
A range for the live job, given up front
NDA
Signed before the first copy

// How it's judged

Each package beside the one that went out

Lot by lot
Record by record
On the same 20 to 30 shipped lotsPackage that went outThe AI package
Load test readings by lot, with length or angle and unitsScored on your lotsScored on your lots
Wire certificate tied to the heat, coil tag and jobScored on your lotsScored on your lots
Heat treatment and stress relief records, in process orderScored on your lotsScored on your lots
Plating records and any bake that followedScored on your lotsScored on your lots
Requirements from the print and PO listed in fullScored on your lotsScored on your lots
Missing records your quality manager also foundScored on your lotsScored on your lots
No reading marked as passing or failingScored on your lotsScored on your lots
Time from lot finished to a package ready to reviewScored on your lotsScored on your lots
Blank for now. A mark appears only after lots from your own files have run.Your reviewer's marks decide it.

// After a yes

A month on new shipments

When your reviewer says yes, each new lot that ships with paper gets the same package for about 30 days.

Your quality manager reviews, corrects and signs every package before it goes anywhere, and every reading stays with the people who took it.

Any job after that is your decision, at its own price, with monthly support once one is running.

// Possible next jobs

What could follow certificate packages

Possibilities only
Each priced alone
  1. 01

    Spring print quote requests

    Customer prints read into a draft quote sheet with gaps listed for your estimator.

    Next
  2. 02

    Incoming wire certificate checks

    Mill certificates and coil tags compared with the POs you issued, before a coil reaches a machine.

    Then
  3. 03

    Corrective action files

    A returned lot's records brought together so whoever writes the reply starts from the file.

    After that

// One hard limit

It never judges a reading or signs a certificate.

The proof of concept never touches your shop system, a coiling machine, a load tester, a live quote or a live certificate. It never designs a spring, prices a job, marks a reading as passing or failing, or signs anything. It assembles records and names what's missing, and a quality manager signs every package. Defense and aerospace work stays out of the sample.

Priced per job. You get a range before the proof of concept and a fixed price before you sign.

Rob bases the range on how many lots ship with paper each month and how many kinds of process record sit behind them.

// Questions

Quality desk questions

Does the AI decide whether a lot passes?
No. It sets readings beside the requirement the print states and goes no further. Whether a lot meets its print is your quality manager's decision, in the test and in the live month.
Our tester prints a slip, and some readings are hand-logged. Is that enough?
For the test, yes, as long as the numbers can be read. If a length, a unit or a date can't be made out, the package names that reading instead of guessing. Nothing connects to the tester.
What if the plater's certificate doesn't mention a bake?
The package lists it as missing and shows what the plating record does say. Whether that record is enough for this customer is your quality manager's call.
Can it handle spring-by-spring test files as well as lot samples?
Yes, if that's what your records hold. Tell us which accounts want readings per spring and which want a lot summary, and the package follows your layout for each one.
Does any of this count as engineering advice?
No. Standards and handbooks are cited on this page for context. Which specification governs a lot, and whether your records meet it, stay with your quality manager and your engineers.
Rob Eason

Rob Eason, founder

// Book a proof of concept call

Bring the lot that held up a shipment.

Half an hour with Rob on your shop, your role, the job to test and how many lots ship with paper each month. Load sheets, mill certs and plating records stay with you until the NDA is signed.

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