Revomo Industry BriefMachinery & Equipment

The configuration decides
what a machine is worth.

The discount is argued over the machine. The money is in the options, parts and agreements that follow it for a decade, and the option set that leaves the factory decides them. Revomo holds machine, configuration and install base on one record, and turns what a configuration returns into a published architecture.

  • Commercial Context
  • Configuration
  • Option architecture
  • Corridors
  • Install base
  • Realization
Assessment
Revomo AI
Scope
Packaging & processing · machine tools · compressors & pumps · material handling · food · construction & agricultural
Method
Commercial pattern analysis, public filings, government price statistics, platform mechanics
Status
Living document · Series 2026
RV·2026·IND·08 · EXECUTIVE ASSESSMENT

A machinery builder runs two price systems and manages one.

The first is the model-year book: base list, option adders, dealer schedule, programme calendar. The second is what the machine consumes after it ships, and the configuration decides its size.

The government measures the split. BLS publishes separate price indexes for machines and for their parts inside one six-digit industry. In construction machinery manufacturing, calendar 2025, machine indexes rose 0.2% to 3.1% (213.190 to 213.595 on graders and rollers) while parts sold separately rose 44.1%, 212.470 to 306.085. Read it narrowly: one industry, one year, agency levels and percentages we derived, in the year Section 232 duties moved to full customs value, so tariff pass-through on imported parts is as plausible as commercial intent, and packaging and farm machinery show no such gap over six years. What travels is that a machinery business runs two price systems and manages one.1

Mechanisms that set the outcome
  • Model-year list
  • Option adder
  • Option multiplier
  • Dealer schedule
  • Quote discount
  • Programme money
  • Floor plan support
  • Trade allowance
  • Freight & setup
  • Installation & startup
  • Service agreement
  • Parts multiplier

The first four are governed. The rest decide what the machine returns, on calendars that do not meet.

01

The configuration sets the horizon

Once the machine ships, the option set is fixed for life: what it wears, how often it is serviced, who can service it. Nothing later undoes it.

AGCO tells the SEC that most of its products "can be economically maintained with parts and service for a period of 10 to 20 years", and puts replacement parts at 19% of 2025 net sales against 13% in 2023.2

02

Mix moves the margin line more than price

Annual price moves here are low single digits. Stream mix is not: parts, labour and agreements carry a higher margin than the machine.

Kadant attributes its 2025 consolidated gross margin, 45.2% against 44.3%, to parts and consumables rising from 66% to 71% of revenue.3

03

The realized price is not known at the sale

Bonuses, incentives, floor plan support and rate buy-downs settle after the machine leaves, reconstructed quarters later from systems never joined.

Deere lists sales incentives among its critical accounting estimates: "There are numerous programs available at any time, and new programs may be announced after we record the equipment sale to the dealer."4

04

The largest concessions are not stored as concessions

A trade-in over-allowance becomes an inventory value, absorbed freight and startup land in cost of sales. Neither reaches a discount field.

Astec names four in one sentence of its revenue recognition policy: installation assistance, "service work to be performed in the future without charge", floor plan interest reimbursed to dealers, extended warranties.5

The stack & the controls

The stack it runs on, and the controls around it.

The enterprise problem here is rarely a missing system. A machinery group has ERP, a configurator, PLM, field service, dealer systems and a data platform, and the question can still be unanswerable: which configurations reprice, by how much, where, on whose approval? Examples, not an integration list.

ERP

Orders, cost roll, lists, and where the architecture lands. Examples:

  • SAP S/4HANA
  • Epicor Kinetic
  • Infor CloudSuite Industrial
  • IFS Cloud
  • Microsoft Dynamics 365
  • QAD

Configurator & CPQ

Buildability rules and the commercial rules resolving against them. Examples:

  • Tacton
  • Configit
  • Epicor CPQ
  • DriveWorks
  • Oracle CPQ

PLM, service & dealer systems

The engineering truth the price rules track. Examples:

  • Siemens Teamcenter
  • PTC Windchill
  • Field service platforms
  • Dealer management systems

Commercial files

The records that never had a system, and usually decide the outcome:

  • The option price workbook
  • The dealer schedule
  • The programme calendar
  • Build sheets

Data is ingested through scheduled connectors into Revomo’s governed store, and governed outputs are written back to the systems where transactions occur. Warehouses are sources, not the store of record. The configurator decides what can be built; Revomo governs the architecture it resolves against.

The controls are platform-wide.

AccessSingle sign-on, SCIM provisioning and role-based access, isolated per business, region or team.
PolicyBands, ceilings, corridors and holds are platform objects, not a ruleset for one model year.
ApprovalsThresholds route the exception with the configuration’s economics attached, so policy centralizes without centralizing every decision.
Lineage & auditEvery figure resolves to its record; every list, option and corridor change is logged with who, what and when.
Effective datesThree model years, five currencies and one order board, each on its own date, so architecture and committed order cannot silently disagree.
Your dataSOC 2 Type II, GDPR-aligned handling, isolated per workspace. Revomo never trains models on your data: it improves through feedback on outcomes, not by absorbing your data into shared models.
Governance & security in detail
RV·2026·IND·09 · COMMERCIAL SYSTEM

What Revomo AI sees in a machinery builder.

A distributor’s spine runs from supplier cost to pocket margin. A builder’s runs through an object neither end contains: the configuration, fixed at shipment, governing a decade.

Foundation
Commercial Context

One foundation the chain resolves against, so a parts line ten years out answers to the option code that was discounted.

Explore Commercial Context
Every node resolves against
  • Model family
  • Option code
  • Configuration
  • Serial number
  • Dealer
  • Region
  • Model year
  • Currency
RV·2026·IND·09 · ASSESSMENT

Where Revomo AI would focus first.

Ranked by how directly the decision moves margin and how fast a builder can act.

01Option Architecture & Configuration Economics

What is each configuration worth over its life, and which codes carry that value?

Why it is hardThe configuration decides the economics and few analyse at that grain: the order system holds the option set, the service system what it consumed, and they do not join.

Explore Customer & Product Profitability
02Discount Corridors Set by Configuration

What is the floor for this configuration, and which requests need a human?

Why it is hardA per-family policy treats two machines with one badge and a 2.44x difference in lifetime contribution identically, and both book the same margin.

Explore Price Lists & Customer-Specific Pricing
03The Model-Year Reset and the Order Board

Which committed configurations move, which are held, and from what date?

Why it is hardOrders configured on the old architecture but delivered after the new one get honoured, repriced, or honoured because nobody chose.

Explore Price Increases That Stick
04The Concessions Not Stored as Concessions

What did this machine net, and which mechanism took the difference?

Why it is hardEach lands somewhere other than a discount field: inventory, cost of sales, an accrual settling quarters later. The deal record shows a clean discount; the P&L does not.

Explore Margin Leakage & Price Realization
05Parts, Duty and a Cost Base the Multiplier Cannot See

Which configurations absorbed the cost, and what is each part worth given how captive it is?

Why it is hardParts run off a matrix treating criticality and captivity as one thing, and one option sourced from two countries can sit in two duty tiers on one machine, so a uniform percentage under-recovers.

Explore Cost, Tariff & Freight Recovery
SPECIMEN RUN · MACHINERY & EQUIPMENT · MODEL-YEAR ARCHITECTURE

The Model Year 2027 book has to be republished.
What should be in it?

PACKAGING & PROCESSING EQUIPMENT · $156.0M · 8 FAMILIES · 1,180 OPTION CODES · 3,140 MACHINES SERVED

One of four equipment businesses in a group turning $840M across three regional model years, 196 dealers in 24 markets and an option book in five currencies. This one turns $156.0M: machines $68.0M at 20.0%, options $28.0M at 44.0%, parts, service and agreements $60.0M at 45.1%, so 38.5% of revenue carries 51.1% of gross profit. The aftermarket margin is calibrated to a filer: Kadant, 71% parts and consumables, reports 45.2% consolidated. The decision is the annual republication of lists, adders, schedule and multipliers on one effective date, on ten-year contribution per configuration.

IllustrativeIllustrative scenario · demonstration mechanics · not customer results
01SignalWhat opens the window?
DS·COSTROLL·FY2027Standard cost roll · scheduled completionComplete · 1,180 codes revalued
Model families in the reset
8
Option codes revalued
1,180
214 wear-critical
Machines in the served base
3,140
Shipped, trailing 12 months
412
Configured orders on the board
386
eleven months
Days to the effective date
74
1 January 2027

The file lands as a governed dataset rather than a spreadsheet in an inbox, so everything below computes on the same records the business runs on.

02ContextWhat sits on one record?
Live on the spineBound by CopilotEvery figure cites a record
ORDconfigured ordersOPToption & configuration fileSHIPshipped machines · by serialAFTparts & service · 10 yrAGRwarranty & agreementsDLRdealer schedule & programmesCOSTFY2027 cost rollBOARDopen order board
3,140 machines · 1,180 option codes · 412 shipped · one record per serial
03AnalyzeWhere does the decade sit?
cell 03governed queryrefreshed
Configuration-margin bridge · one high-duty machine · list to ten-year contribution · $K
List price$366.7K
Discount to win the order−$54.3K
Delivered cost of machine & options−$228.1K
Deal gross profit at shipment$84.3K · 27.0%
Ten-year aftermarket gross profit+$142.1K
Ten-year contribution$226.4K
56.1% on 35.9%
The discount is deepest where the decade is largest35.9% of machines shipped, 56.1% of the $14.3M off a $110.3M list.
$142.1K vs $58.2K
Ten-year aftermarket gross profit per machineA 2.44x difference on one list and one discount policy.
27.0% and 27.0%
Both configurations book the same deal marginRicher option content lifts high-duty margin, the deeper discount pulls it back, and they cancel.
214 of 1,180
Wear-critical codes priced off one multiplierOne 2.6x prices a hydraulic package that decides a decade of parts and a paint code that decides nothing.
22% at order
Agreements attach at the order or not at allCoverage across the base is 21.0%. Almost nothing is added later.
04DecideWhich codes and corridors move?
cell 04predictivetrained
Index machines and options together, republish.

Real money on the wrong variable. Nothing changes about which configuration earns what, and 4.1% unit loss breaches the −1.0% tolerance. Each machine lost takes its decade: about $1.5M of aftermarket gross profit against $2.00M gained once.

Band the wear-critical multipliers, publish a corridor by configuration, re-price the agreement at the order.

More from 214 codes than the uniform move takes from 1,180, because it moves the variable that decides the decade rather than the one the customer watches. It costs two families held out of scope, and it alone changes what next year’s machines are worth.

Leave the machine and option file alone. Re-price parts by criticality and push agreement coverage.

Attractive, easier, and a different page’s decision: it prices the annuity without touching the act that creates one, so the 2019 architecture goes on mispricing next year’s machines.

Optimize
cell 07optimizationsolved
ObjectiveMaximize ten-year contribution per configuration, subject to the constraints below
List ceiling, import-exposed+2.0% on 2 of 8
Option multiplier ceiling3.4x
Corridor floorthe 25th percentile
Signed agreementsimmovable to renewal
Dealer schedule notice90 days, 24 markets
Volume tolerance−1.0% of units
Recommended architecture set · model year 2027scroll for all columns
SegmentAccountsLinesMoveRecoveryWhy this action
Wear-critical multipliers banded 2.2x / 2.9x / 3.4x214 codes6 of 8 families2.6x → 3.1x avg$1.33MThey decide the parts stream and cannot be substituted later.
Configuration-aware discount corridor148 high-duty6 of 8 families14.8% → 12.1%$1.47MPuts the guardrail where 56.1% of the discount sits.
Three-year agreement re-priced at the order148 high-duty22% → 41% attachRe-price$0.52MPriced against the configuration’s consumption, not a schedule.
Import-exposed families2 of 896 ordersHold at +2.0%$0Deliberate. $0.55M not taken; share defence outranks one cycle.
Orders configured before the effective date118 ordersof 386Hold to the quoted architecture$0Repricing a committed configuration is a conversation, not a publish.
Total3 taken · 2 held · 214 codes · 148 orders+$3.13MAnnualized, net of modeled volume response
05Govern & executeWhat is allowed, and who signs it?
RULESET · MODEL YEAR 2027 · PRICE & OPTION ARCHITECTUREOption bands as decision tables · corridors by configuration · precedence as an explicit chain
RuleWhenThenApproval
MY·BANDWear-critical code below its bandReprice to the bandAuto
MY·CEILProposed multiplier above 3.4xBlockVP Product
MY·CORRContribution above the family medianApply the high-duty corridorAuto
MY·FLOORDiscount breaches the configuration floorRoute with contribution attachedRegional GM
MY·MKTFamily flagged import-exposedHold list at or below +2.0%Auto
MY·BOOKOrder predates the effective dateHold to the quoted architectureAuto
Precedence chain
  1. Signed customer agreement
  2. Order board lock at the configured date
  3. Import-exposure family hold
  4. Configuration corridor floor
  5. Option multiplier band
  6. Model-year list

Backtested against eight quarters of shipped configurations and shadow-run beside the live MY2026 book, three model years and five currencies each on their own date. Rules participate before an action is proposed, so global policy is set without centralizing every decision.

ExecuteWhere does it land?
Automations · AUT·MEQ·MY27 · model-year architecture reset
TriggerTriggerOn system event · Dataset refreshed
Wear-critical code below bandYes / No BranchReads MY2027 Option ArchitectureData ChangeMultiplier below its assigned band, per Option Code
Mark inside bandActionArchitecture Status → "Inside band"
Ask CopilotActionReads the contribution model"Which of these codes carry the parts stream and which carry nothing? Cite the configurations."
Submit for approvalTransitionVerb "submit" · the policy decides if it is legal

The agent reasons. It does not publish. Reasoning does not confer authority: the state change is a governed transition, and policy decides if it is legal.

  1. DraftD+9
  2. ValidateD+21
  3. ApproveD+38
  4. PublishD+52
  5. MonitorD+74 effective
Lands inModel-year machine listOption price fileDealer discount schedulePublished discount corridorConfigurator commercial rulesParts multiplier table

Day 52 leaves 22 days for 196 dealers to load the book, which is why the reset is dated backwards from the effective date. The seller gets a published corridor with ten-year contribution attached.

06MeasureDid it hold?
IllustrativeIllustrative realized outcome · model-year close · not customer results
Modeled
+$3.13M
first model year
Realized at close
+$2.70M
86% of modeled
Option architecture
+$1.15M
modeled +$1.33M
Discount corridor
+$1.41M
discount 14.8% → 12.2%
Attach at order
34%
modeled 41%, from 22%
Variance to plan
−$0.43M
fully attributed

Three causes, on the record. $0.18M from 19 of the 214 repriced codes reverting at two accounts, and they were the higher-value ones: 8.9% of codes, 13.6% of the line. $0.19M from attach at 34% not 41%. $0.06M from exceptions above the floor.

The next architecture starts from what this one realized, per configuration.

SPECIMEN RUN · MACHINERY & EQUIPMENT · MODEL-YEAR ARCHITECTUREIllustrative scenario · demonstration mechanics · not customer results
RV·2026·IND·10 · RECOMMENDED BLUEPRINT

A practical Revomo blueprint for machinery builders.

An adoption order, not a catalog. Each tier produces an artefact the next depends on.

01

Foundation

In most builders this record exists nowhere.

ProducesOne governed record per serial

Commercial Context

Machine, configuration, option codes, dealer, warranty, agreement and service history on one foundation at serial and option-code grain. The reconciliation alone surfaces codes with no price.

02

See the economics

Per configuration. Per order averages the effect away.

ProducesConfiguration-margin bridge

Analytics & Insights

Lifetime contribution by configuration and option code, each concession attributed to the record that caused it.

03

Manage the architecture

An annual book with a hard start date and a backlog straddling it.

ProducesBands, corridors and effective dates

Price Management

Lists, adders, schedules and corridors as governed objects: decision tables with rule IDs, precedence as a chain, effective-dated resets, backtest and shadow-run.

04

Decide

From what a configuration returned to what next year’s should cost.

ProducesTrained model & solved optimization

Notebooks

Contribution and volume-response models by family and configuration band, each cell declaring its state.

05

Automate

A scheduled event is the natural agent trigger.

ProducesFlow & agent trace

AI Agents & Automation

Cost roll completes, condition evaluates, the agent drafts, the publish crosses a governed transition.

Revomo Copilot

Answers "why did this option code move" against the record, not a memory of the last reset.

06

Extend execution

Where the corridor is consumed and programme economics settle.

ProducesQuote, programme & agreement records

Rebates & IncentivesEarly Access

Programme money and incentives settled against the machines they attach to. Currently in early access.

Where to start

Where we would start.

Not with a pricing programme. With one question a builder can rarely answer: what was each configuration you shipped last year worth, once its service history is attached? Commercial transformation decomposes into decision systems, and for a group the first is one business or model year.

Recommended first use case
Contribution per configuration
  • It uses records the builder already has, in systems never joined.
  • Measured in gross profit per machine over its life, not a proxy.
  • It exposes the real condition of the option file.
  • It ends in a published architecture with an effective date.
Adoption pattern
  1. 01See
    Commercial ContextAnalytics & Insights
  2. 02Act
    Price ManagementBands & corridors
  3. 03Decide
    NotebooksDecision Optimization
  4. 04Expand
    Dealer programmesDeal guidanceService agreements

Start with one configuration question. Expand on the same platform.

Commercial models

The priorities change with how the machine reaches the customer.

Four motions weight the same platform differently. The first phase follows the motion.

01

Dealer-channel wholegoods builder

You publish a schedule and someone else sets the retail price. Programme money, floor plan support and incentives are where the concession lives.

Revomo emphasis
Price ManagementMargin AnalyticsProgramme economicsDealer schedules
02

Direct-sold process & packaging machinery

No dealer layer, but acceptance runs through factory test, site test, commissioning and run-at-rate, and every day of overrun is unpriced labour.

Revomo emphasis
Commercial ContextDelivered costMargin AnalyticsCorridors
03

High-configuration, low-volume builder

Option content dominates the price, and an engineering change reaches the bill of materials long before a multiplier.

Revomo emphasis
Price ManagementOption architectureOptimizationNotebooks
04

Consumables-led equipment builder

The machine places a consumption stream, so its price is close to an acquisition cost and the configuration sets the rate.

Revomo emphasis
Margin AnalyticsCommercial ContextOptimizationPrice Management

Bring one model family.
See what its configurations are worth.

Start with the option file, a year of shipped configurations, and the service history behind them, joined at serial grain, so each configuration’s return reads against its discount.

Research basis5 primary sources · SEC filings, federal statistical agencies and public company disclosure

Externally sourced figures on this page, in order of appearance. Every other number is specimen data inside the decision story and is labelled illustrative where it appears.

  1. 1U.S. Bureau of Labor Statistics. Producer Price Index, Construction machinery manufacturing (NAICS 333120): parts sold separately, PCU3331203331209, against machines excluding parts, PCU33312033312016, December 2024 to December 2025 Retrieved September 2026
  2. 2AGCO Corporation. Form 10-K, fiscal year ended 31 December 2025 Filed 13 February 2026
  3. 3Kadant Inc. Form 10-K, fiscal year ended 3 January 2026 Filed 3 March 2026
  4. 4Deere & Company. Form 10-K, fiscal year ended 2 November 2025 Filed 18 December 2025
  5. 5Astec Industries, Inc. Form 10-K, fiscal year ended 31 December 2025 Filed 25 February 2026
Plate IND · Series 2026 · Machinery & Equipment · RV·2026·IND·08
Plate B2 · Series 2026