For Bearings and power transmission distributors
Bearings and power transmission: the price gets agreed in ninety seconds while a plant is down.
A stopped line is the best negotiating position your customer will ever have, and both of you know it while the number is being said out loud.
A working session on your numbers, not a slide deck. No account, no card, and nothing connected until you say so.
Four things that go wrong on a bearings and power transmission book
Named rather than categorized. “Margin erosion” is a heading a reader cannot check against their own week; each of these is something that happened on a Tuesday, and if none of them is familiar then this is the wrong page and the rest of it will not improve.
Problem one
The price agreed on the phone
Breakdown business is quoted verbally and confirmed afterwards. There is no considered moment between the question and the number — no screen consulted, no second opinion, no pause that the customer would read as anything other than hesitation. Whatever is said becomes the price, and the paperwork follows it rather than the other way round. It is also the transaction this trade is best at, which is why nobody wants a process in front of it — and why any control that slows the call down will be worked around by the people it is meant to help.
- The commitment is made before any record exists
- The confirming document is written to match what was said
- Nothing that happens later can be a check on it
- A control that slows the call down gets worked around
Problem two
The tier nobody reads while a plant is down
The account sits on a tiered price, and that tier is the single least likely thing in your system to be consulted under this pressure. It was set against volumes that have changed and costs that have moved, quite possibly by somebody who has left, and nobody on the call has a reason to believe it is current. So the tier ends up describing the account's history rather than governing its present, and the longer it goes unreviewed the less anybody trusts it, which makes the next person less likely again to consult it.
- Tiers decay quietly — volumes change, costs move
- The band an account sits in is rarely re-derived
- Under pressure, the tier is a document rather than a constraint
- An unreviewed tier is one nobody consults, which keeps it unreviewed
Problem three
The exception becomes the rate
A price given once under pressure is recorded in the same field as a price that was negotiated calmly, and read back the same way. Six months later the plant is running, the enquiry is routine, and the number the desk starts from is the one that was given at two in the morning. The next emergency starts from there again. The concession travels, too. A customer helped out once will reasonably expect the same treatment, and the desk has no way to say that the last price was exceptional — because the record does not say so either.
- There is no field that says "this was urgent"
- So an emergency and an agreement are indistinguishable afterwards
- Each subsequent concession compounds on the last one
- The customer will reasonably expect it again
Problem four
Knowing what will fit is the job, and it is one person's job
A customer names one manufacturer's designation and expects you to know what on your shelf will do. Bearing designations are rigidly structured, so this is learnable — and in most distributors it has been learned by one or two people, who are the queue every urgent enquiry waits in. When they are unavailable the enquiry is answered by somebody less sure, at the same speed. And the pressure sits on the wrong half of the decision. The urgent question is technical — will this fit — so that is what gets the attention, and the price is whatever is said at the end of the sentence.
- Bore, outside diameter, width, seal and clearance all have to agree
- The designation encodes them and reading it is a skill, not a lookup
- PIE does not have this skill — see the limits below
- The technical question gets the attention; the price gets the end of the sentence
What it costs is the way it accumulates
The cost is not the concession. It is that the concession has no expiry date on it.
How it compounds
An emergency price is usually a correct decision: the alternative was losing the order and possibly the relationship, and a distributor who will not move on a stopped line does not keep breakdown business. What makes it expensive is that it is stored as a price rather than as an exception, so it is read back as the account's standing position. The next routine enquiry opens there. The next emergency discounts from there. Two years of that and the tier the account is nominally on describes nobody.
Why nothing catches it
None of this appears as an exception, because nothing recorded it as one. A tier review a year later sees an account whose realized margin no longer resembles its band, with no way to tell whether that was negotiated, conceded at three in the morning, or simply drifted — and no way to tell which lines were which. The review either re-tiers everybody or nobody.
No figure on this page is a claim about your book. There are no industry averages here and no recovered-margin percentages: the only numbers on the page are on the card further down, and they are sample figures re-derived by a test from the operands the card itself shows.
What a bearings and power transmission desk does about it today
Not a list of mistakes. Every one of these is a sensible response to a real constraint, which is exactly why it has survived — and the last one is usually the most rational of them. A product that does not understand why the current answer is the current answer has nothing useful to replace it with.
The tier table
Correct as a structure, and the thing least likely to be open on the screen at the moment it would matter. It answers what the account is nominally on, which is a different question from what this line should be.
The person who remembers the deal
Somebody knows that this customer was given something once, under circumstances, and roughly what. That memory is genuinely load-bearing and it is not a record — it cannot be queried, handed over, or distinguished from a policy by anyone else.
A margin report, after the month closes
Real numbers, correctly computed, describing a set of decisions that were all made in under two minutes each and are now invoiced.
Nothing — it is an emergency
The honest baseline, and a defensible one. Checking is friction, friction is time, and the customer is standing next to a stopped line. The only kind of check that survives this is one that is already on the screen when the number is typed.
Where PIE intervenes, and at which moment
Every figure below is deterministic arithmetic over rows your ERP already wrote, stamped with the version of the margin policy that judged it. The AI on this platform reads those numbers and phrases them; it never produces one. What is not listed here does not apply to a bearings and power transmission book, and the limits further down say which of those are permanent.
A floor that is already there when the price is agreed
Computed from the AP-invoice line your ERP already wrote, and applied at the moment the line is priced rather than in a review afterwards. A breach is held for somebody with the authority to sign it, with the rule that stopped it named — which is faster than the alternative of unwinding the price later, and is the only intervention that fits inside a ninety-second call.
An emergency price that stays an emergency price
Every held line is recorded with the policy version in force when it was signed, append-only. A concession made on a Tuesday because a plant was down is a row somebody can point at — rather than the number the account has quietly been on ever since. This is the field your system does not have today.
The tier that stopped matching the account
The customer-and-item detectors read your own history and name the pairs where realized margin no longer resembles the band the account sits in, and where your cost moved and your price did not. A re-tiering conversation starts from named pairs instead of from a whole-account average.
The enquiry, resolved against your own book
Paste what the customer sent and PIE reads it into lines, resolving each against the catalog you uploaded by exact match and, failing that, by nearest neighbour over the description text — deterministically, with no model asked. It finds the line in your own book. Knowing what on your shelf will do instead of a designation you do not stock is this trade's central skill and PIE does not have it; a line it cannot place says so rather than being matched to whatever was closest.
One quote line, start to finish
One urgent line, from the phone call to the row that explains it at the next tier review. Sample figures on the card.
6205-2RS C3
200 units for A repeat account in Ohio, quoted at $41.20 — routed to a sales manager, no individual owner. The platform holds it, not the salesperson.
| Quoted unit pricethis quote | $41.20 |
| Effective unit costbill | $38.08 |
| Margin flooryour margin policy | $44.80 |
| Recommendedthis customer’s own history | $48.70 |
| Margin at this pricecomputed | 7.6% |
The manager’s decision card, as the product draws it — with sample figures, because no customer’s numbers belong on a public page.
The call comes in and the line is entered
Somebody types the enquiry while the customer is still on the phone. It resolves against your catalog to the item on the card — exact match, on a book of structured designations, most of the time.
The price the customer is asking for goes in
The desk sees the floor for the item, the recommended price and what this account has actually paid for it before — which is the number that is usually missing from this conversation. No cost, no margin: those are absent from the response rather than hidden by the screen.
The floor is on the screen before the sentence ends
Cost, divided by one minus your margin floor. Nothing is rounded in your favor. On the card the asked-for price is below it, and the person on the phone knows that while they are still talking rather than at month end.
It routes, and it routes fast
The line is held for somebody who can sign it, with the rule named. That is not a delay in place of a sale — it is a two-minute decision by the person whose decision it actually is, instead of a two-year price set by whoever answered the phone.
The next review can tell the difference
The concession, the rule, the operands and the policy version are one append-only row. At the next tier review this line is legible as an emergency, which means the tier can be left alone.
Sample figures throughout. No customer’s numbers appear on a public page, every figure on the card is re-derived by a test from the same operands it shows, and the floor is cost divided by one minus the margin floor your policy sets — nothing rounded in your favor, because a floor rounded down is a floor that has moved.
The limits, before you find them in week three
Every item below is a thing this platform does not do on a bearings and power transmission book today. They are on the page because a capability list is not what a distributor who has survived one implementation believes — and because the alternative is you discovering them after a pilot.
- Interchange is not offered, and on this book that is the largest thing PIE does not do. A customer naming one manufacturer's designation and expecting an equivalent from what you stock is the defining transaction of the trade; the engine carries no bore, outside-diameter, width, seal or clearance field, so it can find a line in your own book and cannot read across to it.
- Special pricing agreements and manufacturer rebates are not modelled, so where purchases are claimed back afterwards the computed floor sits above your real one.
- Quotes are not imported from any ERP, so a win rate has no denominator until you start quoting here.
- Nothing resolves until a price list has been uploaded and its decoding confirmed by a person. There is no default decoder and no shared catalog.
- Stock levels are not read from Prophet 21 in this version, so on a P21 book the availability half of an urgent enquiry is not something PIE can answer.
Why it can be trusted
The AI never computes a single number.
Your business data and your rules determine the number. AI explains it.
Same inputs, same answer, every time — with a paper trail.
- Deterministic calculations — every figure is arithmetic on your own records; turn AI off and every number still works
- Auditable decisions — each number names the policy that produced it, so a price you quoted last quarter still explains itself
- Your data — read from your own books, used for you alone, exportable and erasable on request; AI runs on your own account
- Your rules — you set the floors and thresholds, and PIE holds every quote to them
- Provenance — every row carries the connector, the connection and the id it came from, so nothing in PIE claims a source it did not have
What bearings and power transmission distributors ask first
Will PIE tell me the equivalent for a competitor's bearing number?
No. That is the honest answer and it is the first thing to know about this page. The engine ranks candidates on decoded attributes, and its attribute vocabulary is metalworking — there is no bore, no width, no seal type in it. It resolves an enquiry against your own catalog by description; it does not read one manufacturer across to another.
Most of our business is breakdown. Is a floor check realistic?
That is the case it is for. The check is arithmetic on a cost already in your ERP, so it is available the moment the line is priced rather than after a review. A breach routes to somebody who can sign it, which is faster than the alternative of unwinding it later.
We price off customer tiers. What does this add?
A tier decides the offer; the floor checks what was actually typed. They answer different questions, and the gap between them is where breakdown pricing lives. PIE does not replace your tiers.
Can a salesperson see cost or margin?
No. Those fields are absent from the response the server sends, not hidden by a screen, and a rule whose boundary is cost is withheld with them. The desk gets the floor, the recommended price and the account's own history.
Which of the seven this trade runs
Prophet 21, with Acumatica and Business Central common at the mid-market end — the same three systems industrial and MRO runs, which is what you would expect of a trade that often sits inside the same branch network. All seven are read the same way.
Your book already knows where the margin went.
30–45 minutes, your own numbers on the screen, and an honest answer about what PIE can and cannot see on a bearings and power transmission book.