// PVF distributors · MTR packages
Material test report packages, matched line by line to the heats that actually shipped.
A plant or an energy buyer wants the mill's report for every line on the order. Someone on your team finds the heat for each shipped line, pulls its material test report, compares it with the order and builds the package. In a free AI proof of concept, AI assembles those packages again from copies of 20 to 30 orders you already shipped. Missing or mismatched reports are listed before a package would be called complete. Your reviewer, the person on your team who knows your certs best, compares each draft with the package that went out.
- Orders tested
- 20 to 30, already shipped
- Reports ruled on
- None
- Shipments released
- None; your team does that
// The one job
From a packing list to a package someone can sign off
A PVF order can ship in pieces from different warehouses, with pipe from one heat, flanges from another, and fittings carrying a maker's code where a heat number would be. Someone checks the pick ticket or packing list, finds the report behind each line, reads the grade and specification against the order and files the set the customer asked for.
For the test, AI reads copies of those orders and reports and assembles the package for each shipment: each line, the heat it shipped from, the mill's report that covers that heat, and the grade and specification shown beside the order's wording. Whatever it can't tie together goes on a list with the reason. It never decides that a report satisfies a specification; a person on your team does.
for your reviewer
// The hard parts
Why a stack of reports is not yet a package
Pipeline buyers keep these records for the life of the line. For onshore steel transmission pipelines, 49 CFR 192.607 calls for records of diameter, wall thickness, seam type and grade that are kept for the life of the pipeline and are traceable, verifiable and complete. Section 192.67 adds yield and tensile strength and chemical composition for pipe installed after July 1, 2020. On those same newer lines, Section 192.205 reaches valves, by the standard and pressure rating each was made and tested to, and reaches flanges, fittings and other components of X42 or higher over NPS 2, by the specification in effect when they were made. ASTM's own listing shows A106 moving from its 19a edition to a current 26, so the draft records the edition each report states. Those duties sit with the operator, and this is a summary, not legal advice; the draft never says a record meets any rule.
A fitting report is not a pipe report. ASTM A234, the wrought carbon and alloy fitting specification, applies to fittings covered by ASME B16.9 and B16.11 and four MSS standards, sends a fitting that differs from those standards to Supplementary Requirement S58 of A960, and leaves cast welding fittings to A216 and A217. A report naming A216 WCB on a line the order wrote as A234 WPB goes on the list, and so does a nonstandard fitting whose report never mentions S58. The draft shows the words on each report beside the words on the order, and your quality person decides what they mean.
The heat on the paper has to be the heat that shipped. A published piping guide on traceability says the number marked on the pipe, the report and the packing list should all agree, each heat should have its own report, and the packing list should say which items came from which heat. Real orders test that. One line splits across two heats, a bundle gets picked again, a fitting carries its maker's code in place of the mill's number. The draft lists any shipped line with no report for its heat, any report that covers none of the lines, and any line whose heat can't be read from your records.
Public water work brings its own paper. EPA's American Iron and Steel requirement for State Revolving Fund projects covers products such as lined or unlined pipes or fittings, flanges and valves. Its December 2016 refresher describes two routes: a letter from the final manufacturer, or Step Certification, in which each handler, whether supplier, fabricator, manufacturer or processor, certifies that its step was performed domestically. On a step-certified job your warehouse can be one link in that chain of letters. The draft lists the lines your reviewer marks as needing a letter and whether your file holds one, and it offers no view on whether a letter is enough.
What your reviewer watches. Usually the quality lead or whoever signs off certs. They check that each shipped line landed on the right heat and report, that every missing or mismatched report was caught, that nothing was called complete when it wasn't, and that the draft matches what your customer actually received. Dual-certified pipe, with more than one specification named on one report, belongs in the sample, along with a split-heat line and a report the mill reissued.
// What you send
What the test needs from your cert desk
20 to 30 shipped orders
Each order with its pick ticket or packing list and the report package that went out. Include a split-heat line and a package a customer sent back, if you have one.
The reports on file
The mills' and makers' reports for those heats as you keep them, scanned PDFs included, with any log that ties a heat to a receipt or a bin.
What each customer required
The cert clauses from the POs and any customer quality requirements, including requests for a certain report type or specification edition.
An NDA, then copies only
Signed before any order or report moves. We never sign in to your ERP, a shared drive or a customer's portal. Customer names can be masked, and if files can't leave, your reviewer helps us build look-alike orders.
// Before it starts
Agreed before the first report is copied
The package is what your customer will file, so the owner settles who decides what before anything moves.
- Your reviewer
- Named by the owner, often the quality lead or whoever signs off certs
- Who decides
- A named person on your team rules on every report and every mismatch
- Package rules
- What each customer wants in a package, by order type
- Success criteria
- Written and agreed: heats matched, reports found, gaps listed
- Sample
- Picked by your reviewer, with split heats and a returned package in it
- Price
- A range for running MTR packages live
// How it's judged
Each draft package beside the one that shipped
| On the same 20 to 30 shipped orders | The package your team sent | The AI draft |
|---|---|---|
| Each shipped line tied to its heat number | Filled in on your orders | Filled in on your orders |
| The right mill report found for that heat | Filled in on your orders | Filled in on your orders |
| Grade and specification shown beside the order's wording | Filled in on your orders | Filled in on your orders |
| Missing reports listed before the package is called complete | Filled in on your orders | Filled in on your orders |
| Mismatched or unreadable reports listed, with the reason | Filled in on your orders | Filled in on your orders |
| Dual-certified reports handled the way your reviewer expects | Filled in on your orders | Filled in on your orders |
| Nothing ruled on: every judgment left for a person | Filled in on your orders | Filled in on your orders |
// After a yes
About 30 days on orders going out
Once your reviewer says yes against the success criteria, each new order that needs reports gets a draft package for about 30 days, before the shipment leaves.
A named person on your team reviews every package, settles every missing or mismatched report and decides whether it goes. Nothing reaches a customer, and nothing changes in your ERP, on a draft alone.
// What could come next
Possible next jobs, ranked
- 01Also open
Material take-off quotes
Long take-offs and RFQ line lists read and matched to your items as quote drafts, with specials flagged.
- 02Next
Report re-issue requests
An old order's package rebuilt on demand from the reports your files hold for those heats.
- 03Then
Valve tag and test records
Project tag lists matched to the figure numbers shipped and the test certificates on file.
// One hard limit
It never rules on a report or releases a shipment.
The proof of concept works only on copies. It never touches your ERP, a live order or a shipment, never accepts a substitute material, and never decides that a report satisfies a specification. A person on your team checks every package. Defense and aerospace orders stay out of the test. Rules named here are summarized for context, not as legal or engineering advice.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
What moves the range: how many orders a month leave with reports, how many heats a typical order touches, and how your report files are kept.
// Questions
Questions from the cert desk
Will the AI tell us a report meets the spec?
One line shipped from two heats. Can it handle that?
What happens when a report is missing?
Some of our pipe is dual-certified on one report. Does that confuse it?
Do you connect to our ERP or document system?

Rob Eason, founder
// Book a call with Rob
Start with the package a customer sent back.
A 30-minute call with Rob. He'll ask about your company and role, the job you'd test, and how many orders a month leave with reports. Keep orders and reports back until the NDA is signed.
- Co-owned a 60-employee financial services firm and sold his share to his partner.
- Ran GOSO Technologies, a Boston solar company rated 5/5 across 24 Google reviews.
- 5/5 across 83 reviews in HighLevel's Certified Admin Directory.
- 4.3/5 from 6 Google reviews of Massmarket AI.
- Every directory and Google review, critical ones included, is shown word for word at massmarket.ai/reviews.
- Takes every proof-of-concept call himself.
