Commercial Coordination

Pricing Scheme Validation

HublerX validates every order against the correct pricing scheme — distributor tier, trade channel, promotional period, and geography — before the invoice is raised, before the order is confirmed in the ERP, and before the van salesman writes the bill.

Pricing validationTrade schemesDistributor pricingFoodFMCG
The Problem

The distributor is invoiced at the general trade price. Their scheme entitles them to the MT rate. Nobody catches it until month-end reconciliation.

FMCG operations typically run 8–20 concurrent pricing schemes — distributor tier rates, modern trade rates, general trade rates, promotional prices, geography-specific schemes, scheme-on-scheme combinations. Every order should be validated against the correct scheme for that customer, channel, SKU, and date. In practice, that validation happens inconsistently — a sales coordinator applies the wrong price when keying an order into the ERP, a van salesman uses the standard rate rather than the scheme rate, a WhatsApp order is confirmed verbally at the wrong price before anyone checks.

The consequences accumulate quietly. A distributor invoiced at the wrong price either overpays and raises a deduction claim later, or is undercharged and the margin leaks. The finance team spends days each month reconciling pricing claims and issuing credit notes. The commercial team is managing disputes rather than trade relationships. The root cause — a pricing check that didn't happen at the order entry point — is never fixed because the error isn't visible until it's already in the books.

Current Workaround
What most operations do today: Most operations today: pricing schemes are maintained in the ERP, but the ERP only enforces the correct price if the order is entered through the right transaction with the right customer master configuration. Sales coordinators keying orders manually are expected to select the correct scheme — and frequently don't, especially under volume pressure. Van salesmen have no access to the ERP scheme table on the road. WhatsApp orders are priced verbally by the sales coordinator who takes the message, based on memory or a rate card that may be out of date. Pricing errors surface in month-end claim reconciliation — 3–4 weeks after the invoice was raised.
The HublerX Approach

Pricing validation is a rule evaluation — customer master, SKU, channel, date, and quantity against the scheme table. It takes milliseconds to run and requires no human judgment for a standard transaction. HublerX runs the pricing check at every order entry point — WhatsApp capture, van sales app, and direct ERP entry — before any price is quoted or confirmed. The correct scheme price is applied automatically for clean transactions. Where the entered price does not match the scheme, the order is flagged before confirmation and routed to the commercial team for review.

How It Looks in HublerX

Live workflow view

Pricing Validation Board
11 orders validated today
PRICE VALIDATED6
Sharma Distributors — PuneSO-8847 · Glucose Biscuits 200g · ₹92/case · MT rateScheme matchMT Distributor Tier 2 scheme · 18 cases · ₹1,656
Patel Distributors — SuratSO-8845 · Digestive 100g · ₹78/case · GT rateScheme matchGeneral Trade Tier 1 scheme · 24 cases · ₹1,872
Rajan Traders — NashikSO-8841 · Marie Light 100g · ₹65/case · Promo ratePromo appliedMaharashtra Promo Week 24 scheme · 12 cases
Gupta Enterprises — NagpurSO-8839 · Cream Cracker 200g · ₹104/caseScheme matchGT Tier 2 scheme · 30 cases · ₹3,120
Verma Distributors — IndoreSO-8849 · Butter Cookies 200g · ₹112/caseScheme matchMT Distributor Tier 1 scheme · 48 cases
Kumar Agencies — BhopalSO-8843 · Oat Cookies 150g · ₹88/caseScheme matchGT Tier 1 scheme · 16 cases · ₹1,408
PRICING FLAGGED3
Singh Agencies — BhopalSO-8853 · Marie Light 100g · Promo expiredPromo expiredAction neededPromo Week 24 ended Sunday · Current rate ₹72/case
Mehta Traders — AhmedabadSO-8855 · Digestive 100g · Manual overrideUnauthorised overrideReviewVan salesman entered ₹68 · Scheme rate ₹78 · −₹10/case
EXCEPTION APPROVED1
Jain Traders — SuratSO-8835 · Butter Cookies 200g · Exception approvedExceptionCompetitive match approved · ₹108 vs scheme ₹112 · Kavya S
CONFIRMED · ERP UPDATED4
Rao Agencies — HyderabadSO-8831 · Cream Cracker · Confirmed at scheme rateERP confirmed₹104/case · GT Tier 2 · Invoice raised
Nair Distributors — KochiSO-8829 · Marie Light · Confirmed at scheme rateERP confirmed₹72/case · Kerala scheme · Invoice raised
Thomas Agencies — TrivandrumSO-8827 · Oat Cookies · Confirmed at scheme rateERP confirmed₹88/case · GT Tier 1 · Invoice raised
Jain Traders — SuratSO-8835 · Butter Cookies · Exception confirmedERP confirmed₹108/case · Exception logged · Invoice raised
How HublerX Coordinates It

The step-by-step sequence

  1. 1

    Order received at any entry point

    An order arrives — via WhatsApp, the van sales app, distributor portal, or direct ERP entry. Before any price is quoted or confirmed, HublerX reads the customer master, the SKU, the order quantity, and the transaction date, and identifies the applicable pricing scheme from the scheme table.

    On order receipt · real time
  2. 2

    Correct scheme price calculated

    HublerX applies the correct pricing scheme for the customer, channel, SKU, and date — including base rate, scheme discount, promotional overlay, and any volume tier that applies to the order quantity. The scheme price is calculated in full before any confirmation is made.

    Immediately on order receipt
  3. 3

    Correctly priced orders confirmed automatically

    Where the entered price matches the calculated scheme price — or where no price has been entered and the system applies the scheme price automatically — the order proceeds without intervention. The scheme price is populated in the ERP order and the invoice. No commercial team review required.

    On pricing check pass
  4. 4

    Pricing mismatches flagged before confirmation

    Where the entered price does not match the applicable scheme — wrong scheme applied, promotional price used outside the promotional period, manual override entered without authority — the order is held before confirmation. The commercial manager receives an alert with the customer, the SKU, the entered price, the scheme price, and the variance.

    On pricing check fail
  5. 5

    Commercial review and resolution

    The commercial manager reviews the flagged order and either corrects the price to the scheme rate, approves an exception with a reason code, or rejects the order for repricing. Exceptions are recorded against the order with the approver and reason — creating an audit trail for finance and the commercial review.

    On pricing flag
  6. 6

    Order confirmed at validated price

    Once the pricing is validated — either automatically or after commercial review — the order is confirmed in the ERP at the correct scheme price. The invoice reflects the validated price. No pricing errors reach the books, and no month-end claim reconciliation is required for systematic pricing mismatches.

    On pricing validation
Systems Connected
SAPSAP S/4HANA
ORAOracle Cloud ERP
D365Dynamics 365
TALTally
SYSWhatsApp Business API
Outcomes
At entry
Pricing validated before any order is confirmed — not discovered in month-end claim reconciliation
Automatic
Correct scheme applied across distributor tier, channel, SKU, date, and geography — no manual rate card lookup
Zero
Wrong-price invoices reaching the books from systematic scheme misapplication
Audit trail
Every exception approved with reason code and approver — full pricing audit trail for finance and commercial review

Results are directional. Outcomes vary by pricing scheme complexity, ERP scheme table configuration, and order entry channel mix.

Frequently Asked Questions
Related Workflows

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30 minutes. Your scheme table. Your distributor network.

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Part of the Manufacturing Execution Gap framework