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Job 02 · Quality

// Metal casting foundries · Casting certifications

The certificate that ships with the casting, assembled from your heat, test and inspection records.

For commercial iron, steel, aluminum and brass foundries. One job, tested on copies of orders you already shipped. AI gathers the heat chemistry, mechanical tests and inspection results for each order, drafts the certificate and checks it against the order's specification, flagging missing test bars, wrong heat numbers and out-of-range results for your quality staff. It never decides that a heat or a casting meets the specification.

Book a proof-of-concept call30 minutes with Rob
Shipped orders
20 to 30
Who releases
Your quality staff
System access
None

// The one job

Records from the floor become the paper that travels with the order

An order names a grade, sometimes a class and a test bar, and often a few extras. Before it ships, someone in quality pulls the melt or spectrometer record for the heat, the tensile and hardness results, the inspection reports and the heat treat chart, types up a certificate and checks it against what the order asked for.

In the proof of concept, AI works through copies of those records for orders you already shipped and drafts the certificate in your own format, listing each value it checked and the limit it read. A test bar that isn't there, a heat number that doesn't match or a result outside the range is flagged with the reason. Your quality staff decide what any of it means.

Heat and test recordsMelt log, lab sheets, scans
Heat no.
Chemistry
Test bar
Inspection
HeatTensile, yieldHardness
Invented records, no foundry's data
Matched to the order
and its specification
Draft certificateFor your quality staff
Order and part
Grade called out
Heat numbers
Flags
TestResultLimit read
Invented certificate, for illustration

// What your reviewer watches

Why the same casting can need different paper

A gray iron order can name its test bar. ASTM A48 classifies castings by the tensile strength of separately cast test bars and puts chemistry behind tensile, and its bars are lettered A, B, C or S according to the thickness of the casting's controlling section. So Class 30B tells your customer both the strength class and the bar it is measured on, and a report showing Class 30 on an A bar for a B order is a flag. Where the order gives no letter, the draft marks the gap instead of assuming one.

What passing means changes by specification. ASTM A536 ductile iron rests on tensile, yield and elongation, and chemistry applies only when the contract or order calls for it, along with hardness, microstructure and similar extras. SAE J431 for automotive gray iron sets hardness on the casting itself plus a ratio of test bar tensile to Brinell hardness by grade, a scheme it reworked in 1999. ASTM A27 steel runs from N-1, chemical analysis only, and N-2, heat treated but not mechanically tested, through U-60-30, tested but not heat treated, to grades such as 70-36 that need both, and its abstract names a heat analysis and a product analysis, which are different records. Its common requirements sit in ASTM A781, whose supplementary tests bind only when the purchaser names them on the order. So the draft checks what this order's specification requires, no more and no less.

A heat number may stand for something other than one heat. Under ASTM A48, metal from a continuous melting furnace counts as a lot by time: a stretch of pouring that ends when the charge, the process or the target chemistry changes, or after four hours, which can stretch to eight if the purchaser agrees and the process is shown to be under control. Minnesota DOT's specification 3321 for gray iron castings asks for three test bars for each heat or tap, three for each ladle when alloys go in at the ladle, and two at the beginning and two at the end of a continuous pour. Each casting carries a mark tying it to its bars, a heat number or a calendar date and tap number, and where that tie can't be shown the state may have specimens cut from representative castings. The draft matches on whichever identifier your records use, and a casting with no tie to a bar is flagged.

A test bar speaks for the metal, not the casting. A 2023 Casting Source article makes the point for steel: ASTM's tests are meant to verify the quality of the steel rather than the properties of a particular casting shape, and designers often expect bars machined from a casting to meet numbers written for separately cast bars. Its 2021 piece on copper castings says separately cast bars show only the quality of the metal as poured, warns against bars attached to the casting, and sets out chemistry frequencies from one analysis per order up to a certified analysis per heat. So the draft notes which kind of specimen each result came from, and flags an order whose specified frequency your records don't show.

Proof loads and public work add their own records. The Municipal Castings Association's summary of AASHTO M306 gives a 40,000 pound proof load for H-20 traffic and 50,000 pounds for H-25, a record separate from any tensile result, and North Carolina's guidance on American Iron and Steel for water projects lists municipal castings from manhole covers and valve boxes to trench grates. Your reviewer, usually the quality manager, checks that each certificate pulled the right heat and test, that every flag is real, and that the draft marked nothing as passing. This page describes public rules and isn't legal or engineering advice.

// What you send

What your quality desk sends

Copies only
Orders already shipped
01

20 to 30 shipped orders

Each customer order with its specification notes and the certificate that went with it. Include one that shipped short on a test and one where a heat number had to be corrected.

02

Heat and lab records

Melt logs, spectrometer printouts, tensile and hardness sheets and heat treat charts for those heats, in whatever form your lab keeps them.

03

Inspection records

Dimensional, visual, magnetic particle or penetrant reports, plus outside lab reports where work was sent out.

04

Whatever ties a heat to a part

A shop traveler, a heat log or a spreadsheet that connects each casting to its heat, lot and order.

05

Copies only, after the NDA

Signed before any record leaves the plant. No login to your ERP, foundry or quality system, and no live certificate is touched. Where records can't leave, we build look-alike orders with you.

// Before it starts

Agreed before any record is copied

Quality staff carry the signature on these, so the owner fixes the terms first.

Before the proof of conceptOwner decides
Your reviewer
Named by the owner, usually the quality manager
Who releases
Your quality staff, in the test and live
Flag rules
What counts as a flag, and what your team treats as routine
Success criteria
In writing: heats matched, values carried, flags real
Price
A range for running it live, given up front

// How it's scored

The certificate you shipped, beside the draft

Order by order
heat by heat
Across the same 20 to 30 ordersCertificate that shippedDraft from the test
Right heat or lot tied to each part on the orderFilled in on your ordersFilled in on your orders
Grade, class and test bar read from the orderFilled in on your ordersFilled in on your orders
Chemistry and mechanical values carried exactlyFilled in on your ordersFilled in on your orders
Limits read from the specification the order namesFilled in on your ordersFilled in on your orders
Extras the order added, such as hardness or inspectionFilled in on your ordersFilled in on your orders
Missing test bars and records flagged, with the reasonFilled in on your ordersFilled in on your orders
Out-of-range results flagged, with nothing judgedFilled in on your ordersFilled in on your orders
Time from records in hand to a draft ready to checkFilled in on your ordersFilled in on your orders
Blank until it runs. No cell gets a mark before orders from your own files have gone through it.Your quality manager marks each row, and that mark stands.

// After a yes

About 30 days on orders about to ship

After a yes, each order getting ready to ship gets a draft certificate for about 30 days, early enough to chase a missing bar or lab report.

Quality staff check every draft, then release, correct or stop it. A certificate reaches a customer only after that. The scoring table keeps running, and the next job, if there is one, carries a price of its own.

// Later, one at a time

Where the quality desk could go next

Ideas to weigh
Each priced alone
  1. 01

    Casting quotes

    RFQs and drawings read into a draft for your estimator, with every gap listed.

    Next
  2. 02

    Outside lab requests

    Test requests to your outside lab drafted from the order, with returned reports matched to the heat.

    Then
  3. 03

    Customer certificate formats

    The same records set into each customer's own certificate layout, for quality staff to release.

    After that

// One hard limit

It never decides that a heat or a casting meets a specification.

It reads, matches and flags, and stops there. The proof of concept never signs or releases a certificate, never changes a result, never decides whether a heat, a test bar or a casting passes, and never opens your ERP, foundry or quality system or a live certificate. Quality staff release every certificate, and defense or aerospace orders stay out of the test.

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

What moves the range: orders shipped each month, heats per order, and how your lab and heat records are kept.

// Questions

Questions from the quality desk

We melt continuously and don't have a single heat number per casting. Can this still work?
Yes, if your records tie a casting to something, such as a date and tap number or a lot. The draft uses that identifier and says which one it matched on. A casting with nothing tying it to a bar or a record is flagged for your quality staff.
Will it tell us whether a heat passes?
No. It shows the reported value beside the limit it read from the order's specification and lists any difference. Deciding whether a heat or a casting passes, and what happens next, stays with your quality staff.
We run our own lab and send some tests out. Can both be in the sample?
Yes. Send what your team files today, in-house sheets and outside lab reports alike. Each draft says which report a value came from, and a result no report supports is marked for your reviewer.
Our certificates are different for every customer. Is that a problem?
No. Include your common layouts in the sample and the drafts follow them. If a customer's form asks for something your records don't hold, the draft leaves it open and says why.
Do you connect to our quality system or spectrometer?
No. The test runs on copies and exports of records you already hold. We never log in to your ERP, foundry or quality system or open a live certificate, and how a live month works is settled after a yes.
Rob Eason

Rob Eason, founder

// Book a proof of concept call

Bring a certificate your quality manager had to redo.

Thirty minutes with Rob covering your metals, your role, the job to test and how many orders ship with certificates each month. Melt logs, lab sheets and certificates stay at the plant until the NDA is signed.

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