Enterprise Intelligence Group
Retail data management and integration consulting
Retail data, supplier onboarding and EDI consulting services: requirements, workflow review and integration acceptance for retailers, CPG and distributors.
Retail Data & Integration
An interface can complete successfully while the receiving team still cannot use the data.
Define what the data means, how it maps and who accepts the result. EIG supports retail, CPG and distribution teams with business-side analysis before integration or migration work proceeds.
Define the data before connecting the systems.
INPUTS
- Supplier record
- Product record
- Order record
- Inventory record
THREE REVIEW STAGES
Define
Agree meanings, identifiers and units.
Map
Document source-to-target rules and ownership.
Validate
Test representative records and resolve exceptions.
OUTPUTS
Approved target record
Meaning, mapping and checks agreed and owned.
Exceptions for review
Records that did not resolve.
Returns to Validate for resolution
A connection can move data without resolving differences in meaning. Analysis establishes the definitions, mappings and checks the integration needs.
Illustrative review sequence: not an automated data-cleaning product. Unresolved exceptions return for accountable review; a diagram does not certify a record as approved.
When this work helps
You may be introducing a planning system, consolidating product masters, onboarding suppliers or investigating inconsistent results. Units, hierarchies, effective dates and correction ownership require business agreement.
Retail Data & Integration Review
Enterprise Intelligence Group helps retailers, CPG businesses and distributors establish what their data means, where it is trusted and what must be resolved before it supports an operating decision. We connect business knowledge with the mappings, quality rules, ownership and acceptance needed for dependable delivery.
We review an agreed flow across product, supplier, location and transaction data. We trace the business meaning from source to receiving process, assess exceptions and identify which corrections matter to the intended outcome.
Inputs: representative records, data definitions, interface specifications, mappings, quality reports and examples of decisions affected by missing or inconsistent information.
- Source-to-target mappings with business meaning and accountable owners.
- Quality and reconciliation rules tied to an operating requirement.
- An exception register separating confirmed defects from unresolved assumptions.
- A prioritized remediation backlog and business acceptance tests.
Retail Systems & Data Integration Analysis
Retail systems integration services focused on requirements, harmonization and mapping
Moving a record between systems is only part of integration. Product identifiers, units of measure, hierarchies, locations and business rules must retain their intended meaning when the receiving system uses them.
EIG provides business-side system analysis, data harmonization and source-to-target mapping support for retail, CPG and distribution workflows. We help your business, IT and delivery teams agree what needs to move, what it means and how the result will be validated.
When this analysis is useful
- Planning, merchandising or replenishment systems interpret the same data differently.
- Supplier onboarding, vendor portals or EDI flows create recurring exceptions and manual rework.
- An implementation or migration needs clearer mapping rules and data ownership.
- Technical interfaces run, but downstream business users cannot reconcile the results.
What you receive
- An inventory of the agreed systems, interfaces, data objects and responsible owners.
- Source-to-target mapping specifications, including transformation rules, assumptions and unresolved decisions.
- Data harmonization and reconciliation requirements for the agreed records and workflows.
- Business acceptance scenarios and an exception-resolution handoff for your technical delivery team.
We review permitted system documentation, representative records and relevant business rules. The scope identifies which interfaces and data objects are included and who can validate each definition. Sensitive information is exchanged through an agreed secure process, not a public enquiry form.
Clear responsibilities for implementation
This paid analysis package prepares and validates the business requirements for integration. Connector development, production operation, managed EDI support and specialist platform configuration are not automatically included. Where needed, their responsibilities and commercial scope are agreed separately with the appropriate delivery team.
Scope, deliverables, the mix of on-site and remote work, timing and commercial terms are agreed before the engagement begins.
Discuss your systems and data integration requirements
A practical acceptance record
Consider a new item supplied in cases but sold individually. The file loads, yet an incorrect conversion could distort a replenishment quantity.
| Check | Evidence required | Decision owner |
|---|---|---|
| Pack and selling units agree | Approved item specification and source/target comparison | Product-data owner |
| Conversion works downstream | Test order reconciled in the intended units | Replenishment owner |
| Changes remain controlled | Effective date, change record and exception route | Agreed process owner |
This is an illustrative working record, not a client result.
Supplier onboarding and EDI consulting services
A supplier record can be approved while the item, order or invoice still fails in the next system. EIG helps retailers, CPG businesses and distributors review the business requirements, data ownership and acceptance checks behind those handoffs.
Start with a Supplier Onboarding & Integration Review
Bring one delayed onboarding flow, planned portal purchase or recurring transaction problem. We agree the process boundary, review representative evidence and identify the work needed to make the flow usable.
The review can produce:
- A current-state workflow with accountable business and technology owners.
- Required supplier, item and transaction data, with definitions and validation rules.
- A prioritized exception backlog, separating confirmed defects from assumptions.
- Business acceptance scenarios covering the receiving process, not just file transmission.
- A scoped recommendation for selection, remediation or implementation support.
Supplier registration, product-data onboarding and EDI document exchange are connected, but they are not the same process. We examine the relevant boundaries across your portal, merchandising, ERP, warehouse and integration systems.
Following the review, EIG can help coordinate requirements, vendor evaluation, implementation readiness and business acceptance. Engineering responsibilities, platform-specific work and operational support are agreed separately with your team and appropriately qualified delivery partners.
You do not need to replace your systems or start an AI programme to discuss the problem.
Discuss a supplier or integration challenge
Use the supplier onboarding checklist · Review supplier portal requirements
Applying AI with control
AI can assist with classifying records, proposing mappings and identifying missing attributes. Proposed corrections retain their source, confidence and validation status. Inferred product attributes remain distinguishable from verified master data. Approved rules and accountable review govern what becomes operational.
EIG brings retail process and enterprise-delivery experience to the review. Implementation responsibilities, engineering support and access are agreed with your team and delivery partners before work begins.
COMMON QUESTIONS
Must we replace our existing systems?
No. The review can focus on a defined flow within the systems you already use.
Will EIG clean every record?
The agreed scope determines the records, remediation work and acceptance process. A review identifies the work; a delivery engagement can address the approved backlog.
Related services: Forecasting & Replenishment and Implementation & Programme Delivery.
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Migrating master data on SymphonyAI, RELEX or Blue Yonder? Justyn has led multiple MDM migrations globally, including moves from on-premise to cloud. See platform implementation support.
Bring one data flow and the decision it needs to support.
The EIG Library · Insights · AI Maturity Assessment · Contact