Maintain mappings
Version manufacturer, internal and customer identifiers with effective dates.
WHOLESALE & TRADING / CAPABILITY
Connect purchasing, sales and stock by product and customer to investigate slow-moving items and margin changes. Separate naming differences from commercial terms.
Explore the delivery scope ↓Conceptual data-to-operation flow, adapted to the agreed project scope.
Identical model text can hide different packs, specifications or bundles. Distinguish exact matches, approved mappings and unconfirmed candidates.
THE SHORT ANSWER
Connect purchasing, sales and stock by product and customer to investigate slow-moving items and margin changes. Separate naming differences from commercial terms.
DESIGN & DELIVERY
Version manufacturer, internal and customer identifiers with effective dates.
Distinguish physical stock, allocations, inbound orders and transfers.
Agree on discounts, rebates, returns and freight; distinguish live and closed-period figures.
DATA READINESS
A consistent format does not ensure operational usefulness. Confirm meaning, refresh and exceptions with owners, and keep missing information explicit.
| Data | Required fields | Checks |
|---|---|---|
| Product register | Code, specification and unit | False matches between similar items |
| Transactions | Quantity, price and terms | Corrections, returns and rebate timing |
| Stock | Location, allocations and movements | In-transit duplication |
EVALUATION
These are candidate evaluation measures. Establish a baseline and agree on data, period, targets and exclusions before work starts. They are not claimed performance results.
| Measure | Evaluation method |
|---|---|
| Unmapped products | Counts and transaction value excluded from analysis |
| Reconciliation | Explain quantity and value differences from ERP reports |
| Slow-moving stock | Use agreed no-shipment periods and stock valuations |
AI matching suggestions require review. Product and pricing changes retain approval and history.
Review data mappings, workflow, prototype and evaluation evidence before choosing production scope. Estimates distinguish assumptions because permissions and interface terms affect implementation.
Evaluate a customer document group or product category including amendments and returns.
QUESTIONS BEFORE YOU START
We evaluate originals and route unreadable or ambiguous lines to people rather than promising universal automation.
Assess supported CSV interfaces first. Any UI automation includes recovery and change-maintenance requirements.
YOUR OPERATION / OUR STARTING POINT
Tell us about the workflow, systems and reporting or documents that need attention. We will define a suitable phase, deliverables and assumptions.
Wholesale and trading — discuss your project How scope and estimates work ↗