// Railcar repair shops · Tank car qualification files
A tank car's qualification file, assembled from your shop records and marked where a record is missing.
When a tank car finishes its inspections, someone pulls the visual, structural, thickness, service equipment and lining records together and prepares the report the rule calls for. A free AI proof of concept rebuilds that file from copies of 20 to 30 cars you already qualified: every inspection and test by name, date and result as recorded, the stenciling fields, and a list of what is missing. Your reviewer, the person at your facility who knows these records best, compares every draft with the signed report. Nothing is signed, marked or judged.
- Past cars
- 20 to 30
- Reports signed
- None
- Results judged
- None
// The one job
From scattered inspection records to one file a qualified person can sign
A qualification leaves records in several hands: visual inspection sheets, nondestructive test reports, thickness readings, service equipment and pressure relief test records, lining results, a leak test after reassembly, and the work order showing what got repaired along the way. Someone ties them to one car, checks them against what that car's program calls for, and prepares the written report before the qualified person signs and the stencil goes on.
In the test, AI reads copies of those records for cars you already finished and assembles a draft qualification file against the federal rule's own list: car identification, each inspection and test by name, date and result exactly as recorded, the stenciling fields the records support, and what it looked for and could not find. It never says a result is acceptable.
49 CFR 180.517
// The hard parts
What a qualification file has to keep straight
The report has eight items, and one of them is a signature. 49 CFR 180.517(b) calls for the type of each inspection and test, a checklist being acceptable; the result of each; the reporting mark and number; the tank car specification; the date by month and year; the location and description of each defect found with the method used to repair it; the facility's name and address with the inspector's name and signature; and the unique code that identifies the facility, its station stencil. It can be kept electronically, but it has to come out in common readable form if FRA asks. The draft fills those items from your records and leaves the signature blank.
One car can hold dates from several shops. Section 180.509 says all qualification requirements need not be done at the same time or at the same facility. The qualification table in Section 180.503 splits the work into the tank's visual, structural integrity, thickness and safety system items, then service equipment and any coating or lining, and the frequency table in Section 180.509 adds a leakage pressure test after reassembly. A car can come through for one of those with another done elsewhere, so the draft lists each item with its date and facility and names any it can't find.
Results carry the method's name. Structural work on the listed welds uses one or more of dye penetrant, radiographic, magnetic particle, ultrasonic, or direct, remote or enhanced visual methods. Section 179.7 expects only people qualified for a given nondestructive test to run it, and periodic calibration of test equipment. The draft copies the method and result as written and notes where the file shows no technician or calibration reference. It never reads a film or a thickness trace.
Not every reading is a qualification. Under Section 180.509, where a material corrosive to the tank has reached it at a localized lining repair, the thickness check in that spot is not a qualification event and needs no stencil change. A lining's inspection interval comes from its owner's service history for that lining and commodity, and your facility follows that owner's test method and acceptance criteria. So a lining date can answer to a different document from the rest of the car, and the draft says which one it relied on. Fields such as required minimum thickness and condemning limit stay as your records show them, for a qualified person to compare.
The stencil has its own logic. Section 180.515 has the facility mark the inspection date and next due date under Appendix C of the AAR Specifications for Tank Cars, allows one date where tests share it, and puts consolidated stencil dates ahead of dates moved by an interval adjustment but never restenciled. AAR's Field Guide to Tank Cars, third edition, 2017, explains the panel: the station stencil is an AAR-assigned code for the facility, its lines include service equipment, pressure relief device and interior heaters, and a lining marked PP is for product purity and needs no requalification. The same guide lists AAR's own periodic 88.B.2 truck and coupler inspection and stub sill inspection, which have separate job codes in Field Manual Appendix D, where all qualification costs take why made code TQ. Where a modification changed what the original plate shows, 49 CFR 179.24 adds a variable identification plate. We cite these by title and section, and none of this is legal or engineering advice.
// What you send
Reports and records from cars already qualified
20 to 30 qualified cars
The report as it went to the car owner, and the stencil as applied. Include one split across two shops or dates and one where a repaired defect appears in the report.
The test records behind them
Visual inspection sheets, nondestructive test reports, thickness readings, service equipment and pressure relief records, leak tests, lining results and the work order for each car.
Your procedures, and an owner's only with permission
Send your own checklist and report template. Section 180.501 has an owner's qualification program spell out where to inspect, how, and what passes, but Section 180.513 keeps those written instructions from going anywhere without that owner's permission. Otherwise we build look-alikes with your reviewer.
Copies, after an NDA
Signed before any record moves. No one signs in to your quality system, a car owner's portal or any Railinc application, and no live record is opened or changed.
// Before it starts
Agreed before any record leaves the facility
The name on each report is your inspector's, so the shop's owner settles these with your quality manager first.
- Your reviewer
- Named by the shop's owner, usually the quality manager or a qualified inspector
- Who signs
- A qualified person at your shop, every time
- Car owners
- Only owners whose records you may share; others become look-alikes
- Success criteria
- In writing: fields that must be found, gaps that must be listed
- Sample
- Picked by your reviewer, with a split car and a repaired car
- Price
- A range for the live month, quoted before copying starts
// How it's judged
Your signed report, beside each draft
| Across the same 20 to 30 cars | Your signed report | The AI draft |
|---|---|---|
| Reporting mark, number and specification on every draft | Filled in on your cars | Filled in on your cars |
| Each inspection and test named, dated and shown with its result as recorded | Filled in on your cars | Filled in on your cars |
| Defects listed by location and description, with the repair method used | Filled in on your cars | Filled in on your cars |
| Facility name, address and station stencil carried over | Filled in on your cars | Filled in on your cars |
| Stencil fields matched to the record behind each date | Filled in on your cars | Filled in on your cars |
| Items done elsewhere or with no record listed as such | Filled in on your cars | Filled in on your cars |
| Signature and acceptance left to a qualified person | Filled in on your cars | Filled in on your cars |
// After a yes
A month on cars coming due
With your reviewer's yes, tank cars finishing qualification over the next 30 days or so get a draft file early enough to chase what is missing.
A qualified person reviews and signs every report, and the stencil goes on the way it does today. Someone on your staff approves each file before it joins your records or reaches a car owner. Another job is its own decision at its own price, and monthly support comes after that.
// Possible next jobs
Where the quality desk could go from here
- 01Next
Repair approval requests
A car owner's approval request drafted from inspection findings for your office to confirm.
- 02Then
Due date tracking by component
Test dates and owner-set intervals gathered by car and component, so your quality manager can see what comes due.
- 03After that
Billing checks on qualification lines
Qualification job codes checked against the work order before they reach a monthly invoice.
// One hard limit
It never judges a result or signs a record.
The draft assembles records and lists what is missing. It never decides that an inspection or test was acceptable, that a car is qualified, what repair it needs or what its stencil should say, and it never signs a report or marks a car. It never touches your shop system, a car owner's portal, a live estimate or a live record. A qualified person at your facility makes every technical call and signs every record. Defense and aerospace jobs are out of scope, and this page is not legal or engineering advice.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
The range follows how many tank cars you qualify in a month and how many car owners' programs your facility works under.
// Questions
Questions from the quality manager
Will the AI sign the report or mark the car qualified?
Does it decide whether a thickness reading or weld result passes?
Our cars get qualified across more than one shop. Does that break the file?
Do removable tanks and multi-unit tanks belong in the sample?
Do we need to send you the AAR Specifications for Tank Cars?

Rob Eason, founder
// Book a proof of concept call
Start with the file that took longest to close.
Half an hour with Rob about your facility, your role, the job to test and how many tank cars you qualify in a month. Reports, test records and car owners' programs stay at your shop 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.
