Revomo Industry BriefElectrical, HVAC & Plumbing Distribution
The authorization sets your cost. The claim decides your margin.
A special price authorization does not set what the contractor pays. It sets what the branch will eventually have paid, and only once a claim survives scope, expiry and evidence. Revomo holds authorizations, claims and settlements against transactions, computes settled margin, and governs what follows.
Commercial pattern analysis, public filings, and the mechanics of the platform
Status
Living document · Series 2026
RV·2026·IND·03 · EXECUTIVE ASSESSMENT
Realized margin here is not knowable at the invoice.
A distributor sets its price and is granted its cost, and the two meet only when a claim settles weeks later. Until then the margin is an estimate, wrong in both directions at once.
This is disclosed accounting, not a workaround. Hubbell discloses allowances "based on sales volumes, specific programs and special pricing allowances", as are "customary in the electrical products industry", estimated at shipment to reduce the transaction price.1
Mechanisms that set the outcome
Manufacturer list price
Buy multiplier
Sell multiplier
Branch price column
Customer-specific pricing
Special price authorization
Authorized (into-stock) cost
Chargeback claim
Adjudication & settlement
Project quote & release
Purchase-based vendor rebate
Buying-group tier
Freight & jobsite delivery
Settled margin
Four of those layers have three different owners, and the one that decides the answer settles last.
01
The authorization sets cost, not price
The manufacturer names an authorized cost, scoped to a customer, a product group and a date range. It never names the sell price. The distributor decides that, and which authorization the line sells against.
Littelfuse, from the other side of the counter: its program lets distributors "debit the Company for the difference between the distributors’ contracted price and a lower price for specific transactions".2
02
Invoice margin is wrong in both directions
With a healthy authorization, invoice margin understates and the account is over-defended. Where it lapsed, an expected-credit view overstates and the account keeps consuming price. The two errors do not net out.
03
Two margin regimes share one branch
Counter business is priced off a column in a minute and carries the higher margin. Project business is quoted from a takeoff and carries the authorizations. Most reporting blends them.
Ferguson reports repair and improvement at "approximately two-thirds of our net sales" and new construction "approximately one-third".3
04
Cost arrives as a physical property
Wire, cable, tube and fittings move with copper while an authorized cost is a fixed number, so a claim that settles in full no longer restores the margin.
Proclamation 10962 put a 50 percent tariff on semi-finished copper and copper derivatives, applying "only to the copper content of articles".4
The stack & the controls
The stack it runs on, and the controls around it.
The base of the price file is not the distributor’s own. It arrives from an industry data service, then takes a multiplier from the distributor, a column from the customer and an authorization from the manufacturer.
ERP
Transactions, order pricing, branch columns, and where the change lands. Examples:
Epicor Eclipse
Epicor Prophet 21
Infor Distribution SX.e
DDI Inform
Mincron
Microsoft Dynamics
SAP
Oracle
Industry price & product data
The base of the price file, maintained outside the business. Examples:
Trade Service
IDEA Industry Data Warehouse
Vision InfoSoft
Manufacturer list files
Data platform
Transaction and claim history, connected as a source. Examples:
Snowflake
Databricks
BigQuery
Redshift
Commercial files
The records that never had a system, and usually decide the answer:
The SPA tracker
The chargeback log
Buying-group tier schedules
Multiplier maintenance sheets
The bid board
Data is ingested through scheduled connectors into Revomo’s governed store, and governed outputs are written back where transactions occur. Warehouses are sources, not the store of record. Integrations are examples, not a packaged list. Revomo does not file or adjudicate a claim: it holds the records and computes what settled.
The controls are platform-wide.
AccessSingle sign-on, SCIM provisioning and role-based access, in isolated workspaces per company, region or branch.
PolicyThe floors, caps, scope tests and release locks above are platform objects, not a ruleset for one expiry cycle.
ApprovalsThresholds route the exception to the right approver, economics attached.
Lineage & auditEvery figure resolves to its record, and every price, column and authorization change is logged.
Effective datesChanges carry the date they apply from, so an authorization scope and a published price 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.
The spine forks in the middle: cost and price on one line are decided by two parties on two clocks and reconcile only at settlement. Revomo resolves every analysis and action back to the same records.
Foundation
Commercial Context
An authorization becomes a record with a scope, an expiry and a settlement history rather than a workbook row. The same object holds for one ERP or several across regions and group tiers.
Manufacturer list & price filelargely a third-party feed
Buy multiplier & standard costwhat the branch pays first
Authorization · manufacturer sets cost
Column & multiplier · distributor sets price
The sold lineand which authorization it was written against
Project quotes & releasesprice committed months early
Orders / invoicesmargin computed at standard cost
Claim · adjudication · settlementthe credit that decides the answer
Settled marginwhat the business actually kept
Renew, lapse or repriceinput to the next cycle
Commercial Context
RV·2026·IND·03 · ASSESSMENT
Where Revomo AI would focus first.
Ranked by how directly the decision moves margin and how quickly a distributor can act. The analysis comes first in each; Revomo appears as the response.
01Settled Margin & Claim Capture
What did each line earn once the claim settled, and how much of the credit in the margin report is a receivable rather than an assumption?
Why it is hardThe claim file is batched by vendor and period; the transaction file is keyed by order and line. Reconciling them is manual, so it happens at vendor level and never at customer level, and profitability stays wrong.
Which authorizations earn enough to be worth a renewal request, which should lapse and be repriced, and which must be held for a quoted release?
Why it is hardExpiry produces no file and no alarm. A supplier increase has an owner because a document arrives with a date on it. An expiry is found months later, by a denial.
When a multiplier, a column, a customer price, an authorization and a counter override resolve to one line, which wins, and can the business show why?
Why it is hardContractors report that the same material prices better on a quote than at the counter, and that the number can depend on who takes the order. That is what an undocumented precedence chain produces.
Which open releases are we committed to, which are honoured out of goodwill, and what does each cost once the authorization lapses?
Why it is hardA job quoted in January ships in September. Cost, authorization and commodity basis have all moved, and whether the release inherits the price is answered informally, at the branch.
Which vendor income belongs to a purchase, which to a sold line, and what does customer margin look like once they are separated?
Why it is hardThey are three different things. A rebate is earned by buying and reduces cost of goods. An authorization credit is earned by selling one line to one customer. Blended, they credit one account twice over.
Which branch exceptions still reflect a live commercial reason, which are drift, and what is the path back without removing local authority?
Why it is hardLocal authority is a real advantage here and often deliberate policy: Core & Main’s annual report describes branch managers as having "the autonomy to optimize their product and service offerings". The ERP records who changed the price, not why or until when.
The quarterly register refresh shows 1,240 authorizations reaching expiry in 30 days, covering 8,600 customer-product lines and $28.4M of annualized revenue. The invoice prices those lines at standard cost, and the margin lives in claims that have settled short. Which to renew, which to lapse and reprice, which to hold, before the cost reverts. The scope is one operating company; at a group of several the counts change and the decision does not.
IllustrativeIllustrative scenario · demonstration mechanics · not customer results
01SignalWhat is expiring?
DS·SPA·AUTH·REGISTERPrice authorization register · scheduled syncRefreshed · 1,240 expiring within 30 days
Authorizations expiring
1,240
of 4,180 in force
Customer-product lines
8,600
Annualized revenue on those lines
$28.4M
of $96.4M authorized
Settled claim credit at stake
$2.58M
annualized, settled basis
Customers affected
690
across all 14 branches
Open project releases
214
$4.1M already quoted
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.
02ContextWho and what is affected?
Live on the spineBound by CopilotEvery figure cites a governed record
690 customers · 1,240 authorizations · 8,600 authorized customer-product lines · 14 branches · one governed model
03AnalyzeWhat did this book actually earn?
cell 03governed queryrefreshed
Affected authorized book · invoice margin to settled margin · annualized
Invoiced revenue$28.4M
Cost at standard purchase cost−$25.62M
Margin at invoice$2.78M · 9.8%
Authorization credit expected+$2.94M
Never claimed−$0.17M
Claimed, rejected or reduced−$0.16M
Aged past the claim window−$0.03M
Settled margin$5.36M · 18.9%
560 authorizations
Authorizations with no settled claim in 12 monthsCovering 2,140 lines. The price has been carrying them alone.
318 lines
Lines still selling against an expired authorizationPriced as project business, costed as standard. Found by a denial, not an alarm.
$160K
Claims rejected or short-paid on scope84% traces to quantity and date-range mismatches, not price disputes.
214 releases
Open releases quoted against an expiring authorization$4.1M of price already committed. Cost about to move underneath it.
1,120 lines
Copper-content lines where authorized cost lags the commodityA full settlement no longer restores the intended margin.
04DecideWhich authorizations do we spend?
cell 04predictivetrained
Request renewal on all 1,240 authorizations and change no prices.
The highest credit figure and the most expensive answer. It renews 560 authorizations that produced no settled claim in twelve months, and at 87% modeled acceptance still fails on 161.
Renew where claims actually settle. Let dormant authorizations lapse and move those lines to a governed price.
Protects more than the blanket renewal on half the requests, because repricing the dormant lines recovers more than their unclaimed credit was worth. It converts credit nobody collected into price, at −0.6% volume.
Renew only what is attached to open releases and named competitive accounts. Reprice the rest.
Right if rep bandwidth is the binding constraint. Wrong if a competitor is already quoting the lapsed accounts: it moves 3,800 lines instead of 2,140 and takes 1.4% of volume.
Optimize
cell 07optimizationsolved
ObjectiveMaximize annualized settled margin, subject to the constraints below
Minimum settled margin15.5% by segment
Maximum price move6.0% per line per event
Renewal request budget700 authorizations
Evidence testsell-through evidence must exist
Project release locks214 releases held
Volume tolerance−1.0%
Recommended action set · renew the earners, reprice the restscroll for all columns
Segment
Authorizations
Lines
Move
Recovery
Why this action
High claim yield, price-tested
412 auths
4,140
Renew at cost
$1.42M
Settled yield above 96%. The authorization is doing real work.
Competitive, contested spec
128 auths
1,290
Renew, ask deeper
$0.44M
Deeper cost is cheaper than losing the release.
Project-locked
80 auths
610
Hold to release
$0.25M
Lapsing it breaks a price already committed on a release.
Dormant, no settled claim in 12 months
448 auths
1,180
Lapse · +4.1%
$0.24M
The price is already carrying the line. Make it explicit.
Dormant, copper-content basis
112 auths
960
Lapse · +5.2%
$0.08M
A list-only move under-recovers. Set on landed basis.
Disputed claim history
60 auths
420
Hold · route
$0
Renewing now buys a claim that will fail the same way.
05Govern & executeWhat is allowed, and who signs it?
RULESET · AUTHORIZATION EXPIRY · ELECTRICAL DISTRIBUTIONCorridors as decision tables · routing as decision trees · precedence as an explicit chain
Rule
When
Then
Approval
SPA·SCOPE
Line falls outside the authorization’s customer, product, project or quantity scope
Flag the line and hold it out of the claim set
Auto
SPA·EXP
Authorization expires within 30 days and settled claim yield ≥ 90%
Queue a renewal request with evidence attached
Auto
SPA·DORM
No settled claim against this authorization in 12 months
Do not renew. Route the line to a governed price move
Vendor Manager
SPA·REL
An open project release is quoted against this authorization
Hold cost and price to the release schedule
Auto
SPA·FLOOR
Settled margin below 15.5% after modeled claim yield
Corridor repair required
Auto
SPA·CAP
Proposed price move above 6.0% on a line in one event
Block
VP Finance
Precedence chain
Project release lock
Authorization scope
Settled-margin floor
Movement cap
Branch column
Base multiplier
The draft was backtested against four quarters of real claims and shadow-run beside the live register before publishing. The rules participate before the action is proposed, so a renewal request arrives having already respected the evidence test and the floor.
ExecuteWhere does the decision have to land?
Automations · AUT·EHP·SPA · authorization expiry
TriggerTriggerOn system event · Dataset refreshed
Authorization expiringYes / No BranchReads Price Authorization RegisterData ChangeExpiry Date within 30 days, per Authorization No
NoYes
Mark monitoredActionAuthorization Status → "In force"
Ask CopilotActionReads the settled-claim history"Which of these authorizations actually paid, and which lines are carrying a price that only works because of a credit we never claimed? Cite the customers."
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.
DraftD+2
ValidateD+5
ApproveD+11
PublishD+18
MonitorD+30 expiry
Lands inBranch price columnsCustomer-specific pricing214 open project quotesERP order pricingThe authorization register
The authorizations lapse on day 30. Publishing on day 18 gives the counter twelve days on the new number before the cost reverts underneath it. Note what is absent from that list: the manufacturer. Revomo holds the records and computes margin from them. It does not file or adjudicate a claim.
06MeasureDid the credit and the price both hold?
IllustrativeIllustrative realized outcome · week 12 · not customer results
Modeled settled-margin protection
+$2.43M
annualized
Realized at week 12
+$2.21M
91% capture
Claim capture rate
97.4%
from a 94.2% baseline
Price realization on repriced lines
88.6%
of the published move
Renewals granted
566
of 620 requested
Variance to plan
−$220K
fully attributed
Volume landed at −0.5% against a modeled −0.6%. The $220K gap decomposes to three causes: $124K from the 54 renewals a manufacturer declined on two lines it was consolidating, a supply decision rather than a pricing failure; $61K from nine accounts where a branch honoured the prior number past the effective date, caught in week 9; $35K from two releases that pulled forward under the old authorization, the release lock working.
The next authorization cycle starts with the settled-claim record from this one.
SPECIMEN RUN · ELECTRICAL DISTRIBUTION · AUTHORIZATION EXPIRYIllustrative scenario · demonstration mechanics · not customer results
RV·2026·IND·03 · RECOMMENDED BLUEPRINT
A practical Revomo blueprint for this trade.
An adoption order, not a catalog. Each tier produces an artefact the next depends on, and the specimen’s proof surfaces sit in the first three.
01
Foundation
Nothing above it is trustworthy without it.
ProducesThe authorization register as a governed record
Multipliers, columns, customer pricing and authorization scope on one spine. Corridors as decision tables, explicit precedence, effective dates, backtest and shadow-run, publish path into the ERP.
04
Add decision intelligence
From what settled to which authorization is worth renewing.
ProducesThe claim-yield model and the solved renew-or-reprice set
The claim lifecycle itself, held against the transactions it attaches to. The natural centre of gravity in this trade, and last on purpose: the proof above stands on tiers that are not pre-GA.
Where to start
Where we would start.
Commercial change here decomposes into decision systems, so the first step is one measurable problem rather than a pricing programme. Claim capture on the current authorization book is the one we would pick, at fourteen branches or a hundred and forty.
Start with a slice of invoices, the authorization register and the claim file. We will map the commercial context, compute claim capture and settled margin on your book, and show how the next expiry cycle becomes a governed decision.
Research basis4 primary sources · SEC filings, federal statistical agencies and public company disclosureView sources
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.