Perfect your Procurement and Supply Chain Data

Solution

TAM — The Interface Between Your World and the Digital Twin

TAM (Technical Attribute Management) continuously governs, enriches and classifies master data — applying both standard taxonomies (eCl@ss, UNSPSC) and custom organizational taxonomies, always at the most granular level of precision. It is also the interface through which field knowledge from operators, technicians and warehouse teams is captured directly into the Semantic Digital Twin. Extend with the Spend Analysis add-on for full spend classification and visibility.

Book a Demo
The problem we solve

Why master data breaks down

Duplicate master data

Thousands of duplicates causing excess inventory and procurement inefficiency.

Missing & wrong attributes

Incomplete technical specs and wrong classifications blocking automation.

Shallow categorization

Materials and spend classified at surface level only — without granular, nature-based categorization that enables precise analysis and sourcing.

One-time cleansing

Data quality deteriorates again without continuous governance workflows.

Bidirectional by design

TAM's dual role — consumer AND contributor of the UDS

TAM operates in two directions on the Unified Data Space: it reads Digital Twins from the UDS, and it writes back to it.

Consumer

Reads from the UDS

TAM reads Digital Twins from the UDS to display, validate and govern them. It is the interface through which users interact with the Digital Twins.

Contributor

Writes back to the UDS

TAM enriches existing Digital Twins, creates new ones (including Golden Records), and captures field knowledge from operators, technicians and warehouse staff — feeding it back into the UDS.

Via TSV add-on

Field knowledge in

Field teams on plant floors and in warehouses contribute physical-world knowledge directly into the Digital Twin, closing the gap between what systems record and what people know.

Capabilities

Two modules, one governance layer

TAM — Core Module
Technical Attribute Management
AI-driven deduplication
Detect and consolidate duplicate materials, suppliers and equipment across all plants and systems.
Attribute extraction & enrichment
Automatically extract, normalize and complete technical attributes — including from field teams via TSV.
UNSPSC & taxonomy assignment
Automated classification with high accuracy.
Governance workflows
Structured workflows to review, approve and maintain master data changes continuously.
Multilingual standardization
Standardize names and descriptions across languages for global consistency.
Spend Analysis — Add-on
Classification, visibility & Spend Cube
Spend classification
Every transaction classified by category, supplier and material — including free-text POs.
Spend Cube
Multi-dimensional analysis across category, supplier, geography, entity and time.
Savings opportunity detection
Identify maverick spend, contract leakage and consolidation opportunities.
Compliance reporting
Track frame contract usage and procurement policy compliance in real time.
Linked to Digital Twins
Spend records semantically linked to material and supplier Digital Twins for full traceability.
Coverage

Master data entities covered

Materials & Services

Material & Service Master Data

Cleanse, deduplicate and enrich all material and service records — including technical attributes, manufacturer codes and material group assignments.

Suppliers

Supplier Master Data

Validate, standardize and enrich supplier profiles — commercial data, category classifications and compliance status.

Assets & Equipment

Asset & Equipment Master Data

Harmonize and enrich asset and equipment records — including field knowledge from operators and technicians — enabling virtual inventory and lifecycle management.

Business benefits

Measurable impact

47%

Fewer master data issues

Eliminate duplicates, missing attributes and misclassified records.

15–20%

Inventory reduction

Reduce excess stock by consolidating duplicate materials.

100%

S/4HANA data readiness

Clean, standardized master data ensures smooth ERP migrations.

Reliable spend reporting

Accurate, categorized data enables trustworthy analysis and strategic sourcing.

Continuous quality — not one-time

Governance workflows keep data quality high long after the initial cleansing.

15–20%

Savings on spend

With Spend Analysis add-on: identify and capture savings across categories and suppliers.

See TAM + Spend Analysis in action

Discover how Creactives can govern your master data and capture field knowledge — on your own data.