Stop bad material master data before it becomes an SAP problem.
A manufacturer's material-creation process depended on email, spreadsheets and manual follow-up across departments. A requester could initiate a new material, but the complete SAP record depended on multiple teams supplying their part of the master data. Missing fields delayed creation, duplicate requests could result in duplicate materials, and incomplete or inconsistent values could create downstream problems for planning and costing.
Artificio replaced that fragmented process with a governed material-master workflow. A request is captured once, checked against existing SAP material data for possible duplicates, enriched through department-specific forms, validated against configured rules, and sent to SAP only after all required views and approvals are complete.
The customer reduced the material-creation cycle from days to hours, drove newly created duplicate materials to approximately zero, and established a process in which the required material views are complete before the SAP creation step.
One material can require data from many owners — but SAP ultimately needs one coherent record.
Material master creation crosses organizational boundaries. Engineering or a requester may know what the material is. Procurement may own purchasing data. Planning owns MRP parameters. Finance or controlling owns valuation and accounting information. Sales may need sales-area data. Plant teams may provide storage or operational attributes.
Email and spreadsheets make this coordination difficult. The request moves from person to person, fields are copied between versions, approvals live in inboxes, and nobody has a reliable view of what is still missing.
The larger risk is that the process can create a technically valid SAP material that is operationally incomplete — or create a second material for something that already exists.
- ✕Requester emails a material request.
- ✕Spreadsheet circulates between departments.
- ✕Different teams complete different fields.
- ✕Missing values trigger follow-up emails.
- ✕Duplicate checks depend on manual searching.
- ✕Approvals are scattered across inboxes.
- ✕Data can reach SAP before all views are ready.
- ✕Errors appear later in MRP, procurement or costing.
- ✓One structured request starts the workflow.
- ✓SAP is checked for possible duplicates early.
- ✓Each department receives only its required view/form.
- ✓Required fields and rules are validated as data is entered.
- ✓Approvals are routed automatically.
- ✓Workflow status shows exactly what remains.
- ✓SAP creation waits until required data is complete.
- ✓Evidence and decisions remain auditable.
The bottleneck was coordination, not typing the final SAP transaction.
The manufacturer could create a material in SAP relatively quickly once all required information was known. The delay occurred before that point: collecting attributes from multiple owners, finding the latest spreadsheet, checking whether the material already existed, resolving missing information and obtaining approvals.
That distinction matters. Automating only the final SAP create call would make the last step faster while leaving the multi-day coordination problem untouched.
Artificio therefore treats material creation as a cross-functional master-data workflow, with SAP creation as the controlled final transaction.
Request once. Enrich by owner. Validate continuously. Create only when complete.
1. Structured material request
The process begins with a controlled form rather than an unstructured email. The requester supplies the core information needed to identify the material and initiate the appropriate workflow.
2. Duplicate search before enrichment
Before multiple departments spend time completing a new record, Artificio checks existing SAP material data for possible matches. Exact identifiers can be used where available, while configured similarity or contextual matching can surface likely duplicates for review.
3. Dynamic departmental workflow
Based on material type, plant, organization or other configured conditions, Artificio determines which departments and views are required. Each owner receives the fields relevant to that part of the material master.
4. Validate while the record is being built
Required fields, allowed values, dependencies, formatting and configured business rules are checked before the record advances. Missing or inconsistent data is returned to the appropriate owner rather than discovered after SAP creation.
5. Controlled SAP creation
Only after the required views, validations and approvals are complete does Artificio submit the material through the customer's approved SAP integration path. The SAP response and created material number return to the workflow.
The cheapest duplicate material is the one that never gets created.
Duplicate prevention occurs near the beginning of the workflow. Artificio searches the relevant SAP material population using the identifiers and descriptive context available in the request. Depending on the configured process, checks can include exact part/manufacturer references, descriptions, material groups, units, plant context and other attributes useful for identifying an existing material.
Potential matches are presented before creation. A high-confidence existing match can stop the new-material workflow, while ambiguous candidates can be routed to a data steward for review.
Duplicate remediation after creation can affect purchasing history, inventory, planning, costing and reporting. Moving the duplicate check ahead of enrichment and SAP creation prevents much of that downstream reconciliation work from being created in the first place.
Each team completes its part of the material — without passing one giant spreadsheet around.
Artificio can present different forms and workflow tasks according to the views and organizational data required for the requested material. The exact fields depend on the customer's SAP design.
| Example ownership | Material-master area | Workflow role |
|---|---|---|
| Requester / Engineering | Core identification and basic attributes | Initiate and describe material |
| Procurement | Purchasing-related data | Complete sourcing/procurement attributes |
| Production Planning | MRP / planning data | Complete planning parameters |
| Sales | Sales-related organizational data | Complete required sales attributes |
| Finance / Controlling | Accounting / valuation data | Complete financial master-data requirements |
| Plant / Warehouse | Plant, storage or operational attributes | Complete location-specific requirements |
The workflow does not assume every material requires every view. Required steps can be driven by material type, plant, business unit or other approved rules.
The material record moves to the people who own the data.
Once the request is classified, Artificio orchestrates the required departmental tasks. Owners can be notified through the configured workflow channels, complete embedded forms, correct returned fields and approve the data they are responsible for.
Conditional routing prevents unnecessary steps. For example, a material requiring purchasing and MRP data can follow a different path from one that also requires sales or additional plant-specific views.
The workflow maintains a single status for the request: which views are complete, which validation failed, whose action is pending and whether the material is eligible for SAP creation.
SAP receives a verified transaction, not a partially assembled request.
Before creation, Artificio performs the configured completeness and validation checks across the required views. The transaction is then submitted using the integration method approved for the customer's SAP landscape.
The exact technical payload depends on SAP version, deployment model, material type, organizational extensions, enabled APIs/BAPIs and the customer's master-data design. SAP remains authoritative for the final transaction and returns the created material number or any business/technical errors.
If SAP rejects the transaction, Artificio retains the response and routes the issue back into the workflow instead of marking the request complete.
MRP and costing errors often begin as master-data errors.
A missing or incorrect planning parameter can surface later as an MRP problem. Incorrect valuation or accounting attributes can affect costing. Duplicate materials can split demand, inventory, purchasing history and reporting across multiple material numbers.
Artificio addresses these risks at the request stage by requiring the configured view data, validating it before creation and checking for existing materials before a new number is generated.
The objective is not simply faster material creation. It is faster creation of a material that is complete enough for the downstream SAP processes that depend on it.
Forms, workflow, validation and SAP connectivity around one master-data request.
SAP remains the authoritative material master. Artificio manages the cross-functional work required to produce a verified SAP-ready record.
Every field has an owner. Every approval has a history.
The workflow can retain the original request, duplicate-search candidates, departmental field contributions, validation outcomes, approvals, corrections, SAP transaction request, SAP response and resulting material number.
Role-based access can determine who requests a material, who maintains particular views, who approves exceptions and who can authorize SAP creation. Required data and approval paths can vary by material type or organization.
Faster creation without trading away master-data quality.
The supplied case-study outcomes show a process improvement in three areas: cycle time moved from days to hours, newly created duplicate materials were reduced to approximately zero, and required departmental views are completed before the material reaches the SAP creation step.
The downstream benefit is preventative. Better-controlled master data reduces the opportunity for duplicate parts and incomplete planning or financial attributes to create avoidable problems later in MRP, procurement, inventory, costing and reporting.
No percentage reduction in MRP errors, costing errors or labor cost has been added because those figures were not supplied. Those would be useful metrics to baseline for a future expanded version of the case study.
Material master automation is a governance workflow first — and an SAP transaction second.
The final SAP creation may take seconds. The business problem is coordinating the people, fields, duplicate checks, rules and approvals required to make that transaction trustworthy.
The strongest automation design therefore starts before SAP: prevent duplicates, collect each view from its owner, validate dependencies as the record is assembled, and create the material only when the request is ready.
Material request → duplicate check against SAP → departmental view completion → validation & approval → verified SAP material creation.