// Bearing and PT distributors · Gearbox repair quotes
Gearbox repair quotes, drafted from the teardown report your inspector already wrote.
A reducer comes in, someone takes it apart, and an inspector writes down what they found. Then somebody turns those pages into a quote the plant can say yes to. In a free AI proof of concept, AI drafts that repair-or-replace quote from copies of 20 to 30 teardown reports your shop has already quoted, with every open item left for a person. Your reviewer, the person who knows your shop's quotes best, compares each draft with the one that went out.
- Teardown reports tested
- 20 to 30, already quoted
- Units returned to service by the AI
- None
- Quotes sent to plants
- None
// The one job
From inspection pages to a quote a plant can approve
A teardown report is written for the shop. It has the nameplate, the ratio, the serial number and any earlier repairs, then notes on each gear, bearing, shaft, seal and housing, then measurements, photos and the inspector's remarks. The quote has to say the same things in the plant's terms: what was found, what gets replaced, what labor it takes, and whether rebuilding or buying new makes sense.
For the test, AI reads copies of those reports and drafts the quote: nameplate data and ratio, part conditions found, parts and labor lines from your records, and a list of everything the inspector left open. It does not decide what can be reused or whether a unit can go back in service. Every price comes from records you sent, and a person on your team makes those calls.
for your shop manager
// The hard parts
What sits between a teardown and a price
The buyer's own wording shows what a quote has to carry. The Nebraska Public Power District's 2022 solicitation to refurbish a triple reduction gearbox at Gerald Gentleman Station asks for an inspection report with visual observations, measurements, non-destructive crack examination results, recommended part replacements, the service work to be performed and a cost for each part or service. The work proceeds on the engineer's approval of that report. A draft that gets the findings right and leaves off a per-part cost has not answered that buyer, so the draft shows which of those items each report actually holds.
A report can stop short of a decision. One sample failure report published for conveyor engineers lists the gearbox type with its 20:1 ratio, the serial number, the supply date and two earlier repairs, then records a poor contact pattern on the bevel set, burnt black oil and pitting on a first intermediate pinion. It still concludes the bevel set can be reused, calls the shafts reusable pending magnetic particle inspection, and says no oil tests were done. Those are the moments the draft keeps as they stand. It carries the pending test as an open item and doesn't price the job as though the shafts passed.
The vocabulary is standard, and the verdict is not. ANSI/AGMA 1010, on the appearance of gear teeth, describes the classes of common gear failures and degrees of deterioration, and it says it does not define gear failure, because that depends on the application. ISO 10825-1 gives the same kind of nomenclature internationally. ISO 15243 classifies bearing failure modes by what can be seen, and says that methods such as cross sections or chemical analysis, needed when appearance can't settle the root cause, fall outside its scope. So the draft keeps your inspector's words and never grades a tooth or a race itself.
Rebuild or replace is a lead-time question as much as a price question. A quote attached to a 2012 emergency purchase resolution from the City of Spring Hill, Tennessee, sets out a wastewater aerator's gear reducer two ways: a rebuild with 15 weeks' lead time on parts, or a replacement at 14 to 18 weeks after order, each for the reducer only, without removal or installation. The Metropolitan St. Louis Sewer District's 2020 rebuild of a thickener drive states the other half: reuse the gears and shafts, and if they prove unusable a replacement may be quoted or the owner may have them repaired. The draft lays both options side by side with what each leaves out.
Nameplates and oil have their own language, and your reviewer reads for all of it. A drive may be rated by a service factor or by a service class of I, II or III, generally translated to 1.0, 1.4 and 2.0 in sizing, so the draft copies whichever the plate shows and converts nothing. ANSI/AGMA 9005 gives lubrication guidance for enclosed and open gearing and says it doesn't replace the gear maker's instructions, so the oil line comes from the plate or the maker's sheet. Your reviewer, usually the shop manager or senior inspector, checks that ratio and nameplate data match the report, that no condition was softened, that every open item survived into the quote, and that nothing reads like a promise the unit is fit to run.
// What you send
Reports from the shop, and the quotes that followed
20 to 30 quoted teardowns
Each inspection report as your inspector wrote it, with photos and measurements, the quote that went to the plant and whether it was approved. Include a few where you quoted replacement instead of repair.
Parts and labor records
An export of parts prices and labor rates from those dates, or the actual lines from each job, so every price in a draft traces to something you sent.
The references your shop uses
Any maker's parts lists, drawings or shop standards your inspectors quote from, and any customer terms on what a report or quote has to include.
NDA first, no system access
Nothing moves until the NDA is signed, and customer names can be masked. If reports can't leave the shop, your reviewer helps us build look-alikes.
// Before it starts
Agreed before the first report is copied
A repair quote is an engineering judgment with a price on it, so the owner sets how drafts are judged first.
- Your reviewer
- Named by the owner, usually the shop manager or senior inspector
- Open items
- What must stay open for a person, and how it shows on the quote
- Success criteria
- In writing, for findings carried, parts and labor lines, and open items
- Sample
- Chosen by your reviewer, with rebuilds, replacements and declined quotes
- Price
- A range for running gearbox quotes live
- NDA
- Signed before any report or price file moves
// How it's judged
Each draft beside the quote your shop sent
| On the same 20 to 30 teardowns | What your shop quoted | The AI draft |
|---|---|---|
| Nameplate data and ratio carried from the report | Scored on your teardowns | Scored on your teardowns |
| Part conditions stated as the inspector wrote them | Scored on your teardowns | Scored on your teardowns |
| Parts and labor lines, each with its source | Scored on your teardowns | Scored on your teardowns |
| Repair and replacement options set side by side | Scored on your teardowns | Scored on your teardowns |
| What each option leaves out, such as removal and installation | Scored on your teardowns | Scored on your teardowns |
| Items the inspector left open, still open | Scored on your teardowns | Scored on your teardowns |
| Time from a finished report to a quote ready to check | Scored on your teardowns | Scored on your teardowns |
// After a yes
About 30 days on new teardowns
If your reviewer says yes against the success criteria, new teardown reports go through the same drafting for about 30 days.
A qualified person checks every repair recommendation, settles every open item and approves each quote before it posts anywhere or reaches a plant.
The month has a fixed price you see before signing. Anything after it is priced as its own job.
// What could come next
After gearbox quotes, if you want more
- 01Next
Motor repair-or-replace quotes
A motor shop's test sheet and findings drafted as rewind and replacement lines for your service manager to check.
- 02Then
Part cross-reference quotes
Worn-part lists read into draft quotes with candidate interchanges for your counter to check.
- 03After that
Failed-part reports
Photos and notes on a failed bearing or gear drafted into a report for your technical person to review and sign.
// One hard limit
It never says a gearbox is safe to return to service.
The test works only on copies. It never touches your ERP, your inventory system or a live quote. It doesn't decide whether a gear can be reused, a bearing should be replaced or a unit can go back on the line. A qualified person on your team checks every repair recommendation before a plant sees it.
Gearbox repair quoting is priced per job: a range before the test, and a fixed price before you sign.
On the call, Rob asks how many teardowns your shop quotes in a month, how many shops write them, and how standard your report format is.
// Questions
Questions from shop managers
Will the AI decide whether to repair or replace?
Our inspectors write reports differently. Is that a problem?
Can it read photos and measurements in the report?
Will it tell a customer the gearbox is safe to run?
Where do the prices come from?

Rob Eason, founder
// Book a call with Rob
Start with the teardowns that were hardest to quote.
Thirty minutes with Rob on your shop, your role, the job you want tested and about how many teardowns you quote in a month. Reports, photos and price files stay with you 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.
