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Job 02 · Quality

// Gear manufacturers · Inspection report files

The customer's gear inspection package, assembled from your records for your quality manager to sign.

When a gear job is finished, someone walks the shop's records: charts from the gear lab, hardness and case depth from heat treat, certificates from the mill, and the class the print states. In a free AI proof of concept, AI assembles that file and lists what's missing, working from copies of 20 to 30 packages your shop already signed. Your reviewer, the person who knows these packages best, sets each draft beside the one that shipped.

Book a proof-of-concept call30 minutes with Rob
Signed packages
20 to 30
Measurements judged by the AI
None
Reports signed by the AI
None

// The one job

From scattered shop records to one file a quality manager can check

An inspection requirement can come from the print, the purchase order or a specification either one names. The evidence sits all over the building: profile, lead, pitch and runout charts from the analyzer, a microhardness traverse for the case, surface and core hardness, temper etch or particle inspection sheets, the mill's certificate, and the traveler that ties them to a serial or lot.

For the test, AI reads copies of those records and assembles the package in your layout: a cover naming the print, revision and stated quality class, each record listed with its source, and a list of what the requirement asks for that the file doesn't hold. It copies measured values and passes no verdict on them. Whether a gear met its class is for your quality manager to say.

Shop recordsCopies only
Analyzer charts
Hardness, case depth
Material certificate
Traveler
RecordJob or lotDate
Invented records, no customer's job
Assembled, not judged
for your quality manager
Inspection packageFor review and signature
Print, rev, class
Records listed
Missing items
Signature
RequiredOn fileSource
Made-up package, for illustration

// What makes it hard

What a chart and a case depth number leave unsaid

A chart belongs to the method that produced it. Under AGMA 2000-A88 a trace passed if it stayed inside a K-shaped band. ANSI/AGMA 2015-1-A01 uses line-fit analysis and reports total, slope and form deviation, as Edward Lawson explained in Gear Technology in 2004. What a job needs depends on its grade: Louisiana's movable bridge chapter lists cumulative and single pitch for the low accuracy group, adds total profile and lead for the medium group, and adds slope and form for the high group. So the file notes which document each chart was run to, and lists any chart your quality manager's checklist calls for that isn't there.

The instrument has a paper trail too. ISO 18653 addresses traceability, calibration intervals and sources of measurement error. Robert Frazer and Steven Wilson observed in Gear Technology in 2010 that uncertainty is seldom considered until a dispute, usually a customer's machine against a supplier's. Lawson wrote that a master gear without a current report from an accredited laboratory, stating its uncertainty, is of no value for calibrating a measurement process. Where a customer wants that evidence, the package shows the master's report and date, or marks it missing.

Case depth depends on whose definition you use. In Gear Technology for January/February 2020, Robert Errichello and Andrew Milburn put the European effective case depth at 550 HV and the US one at 50 HRC, which reads deeper, with no easy conversion between them because the hardness gradient varies by gear, steel and process. Some laboratories report both. They place separate readings at mid-height of the flank, at the root fillet and at the tip, take core hardness on the root circle, and note that a typical drawing states depth after final machining. So each case depth on the file shows its definition, location and stage, and the list picks up any of those a heat treat sheet omits.

Some records describe and leave the verdict open. ANSI/AGMA ISO 14104-A17, on surface temper etch after grinding, replaced ANSI/AGMA 2007-C00. MPMA's catalog says it classifies what an etch shows and holds no acceptance or rejection criteria, and the ISO scope leaves out nitrided parts and stainless steels, so the limit has to come from the print or the customer's spec. AGMA 923-C22 works the other way, giving acceptance criteria by heat treatment and grade number, so a metallurgical record only makes sense beside its grade. A 2010 Heavy Movable Structures paper shows one buyer pattern: rotating parts ultrasonically examined before machining and magnetic particle examined after, gearing checked for lead, profile, tooth spacing and runout, with some authorities wanting Q8, some Q9 and some Q10.

What goes to the customer is a decision. A 2008 paper at the same symposium argued that submittals for bridge reducers should stop at outline drawings, gear rating calculations and material certifications for gearing, since proprietary information is at stake. So the draft separates what the requirement names from what merely sits in your files. Your reviewer, usually the quality manager, checks that the right job's records were found, every missing item is real and nothing was called good or bad. Read this as a summary of public papers and standards listings, not as engineering advice.

// What you send

Packages your quality office already signed

Copies only
Commercial work only
01

20 to 30 signed packages

Each package as it shipped, with the print, the PO and any specification that set the requirement. Include one that was held up for a missing record.

02

The records behind them

Analyzer charts and any composite test, hardness and case depth sheets, temper etch or particle reports, mill certificates and travelers, as PDFs, printouts or scans of a binder.

03

Your package layouts

The cover sheets and checklists you use today, by customer where they differ.

04

Calibration paper, where customers ask for it

Reports for masters, hardness testers and gauges that sit in the file for those jobs.

05

NDA first, nothing live

Signed before any record moves. No login to your shop system or gear analyzer, and no live report opened. Where records can't leave the building, we build look-alike jobs with you that keep the same record types and gaps.

// Before it starts

Agreed before any chart is copied

A signature carries your shop's name, so the owner and quality manager fix these first.

Inspection file test termsOwner decides
Your reviewer
The owner's choice, most often the person who signs these reports
Requirements
How each customer's list is read from the print, PO or specification
Success criteria
In writing: records found, missing items caught, nothing judged
Who signs
Your quality manager, in the test and live
Price
A range for running it live, given before any chart is copied

// How it's scored

Each signed package, set beside its draft

Package by package
Record by record
On the same 20 to 30 finished jobsThe package you signedThe draft file
Right print, revision and serial or lot on the coverFilled in on your jobsFilled in on your jobs
Quality class and document as the print states themFilled in on your jobsFilled in on your jobs
Analyzer charts matched to the jobFilled in on your jobsFilled in on your jobs
Case depth with its definition, location and stageFilled in on your jobsFilled in on your jobs
Material certificates tied to the jobFilled in on your jobsFilled in on your jobs
Items required but not on fileFilled in on your jobsFilled in on your jobs
No measurement called good or badFilled in on your jobsFilled in on your jobs
Time from records in hand to a file ready to checkFilled in on your jobsFilled in on your jobs
No marks yet. Cells stay empty until your own signed packages have been through the test.Your quality manager scores each line, and that score stands.

// After a yes

About 30 days on jobs ready to ship

After a yes, each job nearing shipment gets a drafted file for about 30 days, with time left to go find a missing chart.

Your quality manager reviews every file, decides what each measurement means and signs it. Nothing leaves without that signature, and any further job is its own decision at its own price.

// Possible next jobs

What could follow the inspection file

Ideas, not commitments
One at a time
  1. 01

    Gear print quote requests

    The print at the front of the job read into a sheet for your estimator, including the report it asks for.

    Next
  2. 02

    Heat treat request forms

    Case depth, hardness and definition from the print written onto the request that goes to your heat treater.

    Then
  3. 03

    Customer complaint replies

    A customer's complaint on a gear laid beside that job's package, for whoever answers it.

    After that

// One hard limit

It never judges a measurement and never signs a report.

The test uses copies alone. No shop system, gear analyzer, live quote or live inspection report is ever opened. It prices nothing, says nothing about whether a gear passes or a class was met, and puts no signature on anything. Your quality manager reviews and signs every report, an estimator still approves every quote, and 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 jobs ship with a package each month and how many record types sit behind each one.

// Questions

Questions from gear quality managers

Will the AI tell us whether a gear met its class?
No. It lists the class the print states and the charts on file, and never compares a trace with a tolerance. That reading is your quality manager's.
Does it read the charts from our gear analyzer?
It reads printed or PDF copies for what they state, such as job, print, class and date. It doesn't connect to the analyzer and doesn't interpret the shape of a trace.
Some of our charts live on paper in a binder. Do they count?
Yes. Scans and photos work as long as they can be read. Anything illegible goes on the missing list rather than being guessed at.
Our heat treat is done outside. Can those records be in the sample?
Yes. Send the heat treater's reports as you received them. The file names the source of each one, and lists any report that doesn't say which case depth definition or location it used.
One customer wants its own report form. Can the draft follow it?
Include that form in the sample and the draft follows its order. A box your records can't fill stays open and shows up on the missing list.
Will our customers see any of this during the test?
No. Drafts go to your reviewer alone, and no one from Massmarket contacts a customer. In the live month your own staff decide what is sent, after your quality manager signs.
Rob Eason

Rob Eason, founder

// Book a proof of concept call

Bring a package your quality manager had to chase.

Half an hour with Rob on your shop, your role, the job to test and how many jobs ship with an inspection package each month. Charts, certificates and reports stay with you until the NDA is signed.

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