Perfect your Procurement and Supply Chain Data

An integrated Data Space where Digital Twins of Master Data, Spend Data, Assets and Equipment are semantically connected

A Data Space where Digital Twins of your materials, suppliers, assets and equipment are semantically connected — enabling AI agents to navigate relationships, not just query isolated records.

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Architecture

How it really works

You build the Digital Twins — the Unified Data Space is their sum, not a container you fill.

Raw data (ERP, SAP, legacy) → Creactives trains a dedicated AI model on your data → Semantic Digital Twins are created, one per entity → the sum of all twins = the Unified Data Space. TAM is the interface between the physical world and the twins. AI Agents sit on top, via an MCP layer open to external agents.

Layer 1 — Data foundation

Semantic Digital Twins

AI-enriched digital representations of every procurement entity
Material Digital TwinSupplier Digital Twin Spend Digital TwinAsset Digital Twin Equipment Digital TwinSemantic LinkingGolden Record

Creactives ingests your organization's raw data and trains a dedicated AI model on it — one that understands your specific taxonomy, naming conventions and domain. The output is a set of enriched, semantically connected Digital Twins that, taken together, form your Unified Data Space.

Layer 2 — The result

Unified Data Space

The connected space formed by all Semantic Digital Twins
Knowledge GraphSemantic Ontologies MCP LayerOpen APIsERP / SAP Connectors

A Data Space — not a platform — where all Digital Twins of Master Data, Spend Data and Asset & Equipment Data are semantically interconnected. Accessible to AI agents, analytics tools and external systems via an MCP layer and open APIs.

Layer 3 — Governance + human contribution

TAM + Spend Analysis Add-on

The interface between the physical world and the Digital Twin
Governance
DeduplicationStandardization eCl@ss / UNSPSC / Custom TaxonomiesGranular Categorization Governance WorkflowsGolden RecordAsset & Equipment Master Data
Add-on
Add-on: Spend AnalysisSpend ClassificationSpend Cube

TAM (Technical Attribute Management) continuously governs, enriches and classifies master data — applying standard taxonomies (eCl@ss, UNSPSC) and custom organizational taxonomies at the most granular level. Field teams hold knowledge no ERP can capture. Combined with the TSV add-on, TAM brings that physical-world expertise directly into the Semantic Digital Twin — both consuming the UDS and contributing back to it.

Layer 4 — On top, via MCP layer

AI Agents

Vertical agents that navigate the Unified Data Space — internal & external
Spend Intelligence AgentSourcing Optimizer Agent Compliance & Risk AgentMaster Data Quality Agent Asset Lifecycle AgentVirtual Inventory Agent Digital Twin Sync AgentEquipment Master Data Agent

A sourcing agent traverses an entire supplier base across ERP instances in seconds. A spend agent catches invoice variances before month-end. A risk agent flags a lapsed certification in minutes — all possible because the data underneath is clean, connected and governed. External agents and third-party tools connect via the MCP layer, with no vendor lock-in.

Solutions

What Creactives delivers

From the data foundation to the agents that run on it.

01

Semantic Digital Twins

AI-enriched digital representations of every material, supplier, asset and piece of equipment — semantically linked via a Knowledge Graph to form the Unified Data Space.

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02

TAM + Spend Analysis Add-on

Master data governance for materials, assets and equipment — extended with spend analysis and taxonomy classification. The interface between field knowledge and the Digital Twin.

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03

AI Agents

Vertical agents that leverage the Unified Data Space — via an MCP layer — for intelligent, end-to-end automation across spend, master data, assets and equipment.

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04

Spend Analytics

Full spend visibility, AI-driven classification, category analysis and sourcing optimization — built on harmonized, semantically connected data.

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On top — AI Agents

AI Agents on Harmonized Data

Vertical agents that leverage the Unified Data Space via an MCP layer — across spend, master data, assets and equipment — for intelligent, end-to-end automation.

Spend & Procurement

Spend Intelligence Agent
Autonomous spend analysis and savings identification
Sourcing Optimizer Agent
Sourcing recommendations powered by unified data
Compliance & Risk Agent
Anomaly and risk detection across spend and suppliers

Master Data & Digital Twins

Master Data Quality Agent
Continuous monitoring and correction of master data
Digital Twin Sync Agent
Automated update and synchronization of all digital twins

Assets & Equipment

Asset Lifecycle Agent
Lifecycle management and predictive maintenance support
Virtual Inventory Agent
Inventory optimization across assets and equipment
Equipment Master Data Agent
Harmonization and enrichment of equipment master data

Agents are prioritized based on customer demand — the list is indicative. If a customer requests a specific agent, it can be developed and added.

Our Vision

The data is there.
The problem is that nobody taught it how to speak.

Organizations don't lack procurement data. They lack the ability to use it. Materials, suppliers, assets, transactions — all of it exists, scattered across disconnected systems, unstructured and invisible as a whole. The obstacle to transformation has never been the absence of information. It has always been the absence of semantic connection.

We believe the next frontier for Procurement & Supply Chain is not another layer of analytics on top of broken data. It is a Unified Data Space — where every entity is enriched, interconnected and continuously governed, and where AI can navigate relationships rather than just query isolated records. A space where the knowledge embedded in an organization finally becomes legible: to machines, to agents, and to the people who need to act on it.

The machine handles volume and speed. The human provides meaning and trust. When both work together — on a foundation that is clean, connected and alive — Procurement & Supply Chain stop being a cost to manage and become a strategic advantage to build on.

With Creactives, organizations don't just work with better data. They operate from a foundation that makes every decision, every automation and every transformation finally possible.

Business Impact & Benefits

Measurable results. From day one.

Clean, harmonized and semantically connected data unlocks tangible value across Procurement, Supply Chain, Manufacturing and beyond.

15–20%
savings on addressable spend
75%
reduction with touchless POs
47%
reduction of master data issues
95%
machine availability
10–12x
faster M&A data synergy
100%
S/4HANA data readiness
DomainKey Metric 1Key Metric 2Key Metric 3
Procurement15–20% savings75% touchless POs95% compliance
Supply Chain47% master data reduction15–20% inventory100% visibility
Assets & Equipment95% machine availability↓ MRO spend360° asset visibility
M&A & Transformation10–12x faster synergy100% S/4HANA readiness<3 months to value

Trusted data foundation

A single source of truth for all procurement, supply chain and asset data — continuously governed and enriched.

Faster decision-making

AI Agents operate on clean, harmonized data — delivering insights and recommendations in real time.

Cross-org alignment

Unified taxonomies break silos between procurement, supply chain, maintenance and finance.

Continuous improvement

Digital Twins and AI Agents keep data quality high over time — not just at go-live.

Legacy system optimization

Maximize ERP investments — Creactives enriches the data layer without costly replacements.

Scalability across entities

Deploy across plants, countries and legal entities with multilingual support.

1
Data Assessment

Baseline your data quality and gaps

2
Digital Twins

Build enriched twins of every entity

3
Unified Data Space

All twins connected and governed

4
AI Agents

Automate on trusted, connected data

5
Measurable ROI

Track savings and efficiency gains

FAQ

Frequently asked questions

What does Creactives do?
Creactives builds Semantic Digital Twins of your procurement and supply chain data — materials, suppliers, assets and equipment — and connects them into a Unified Data Space where AI agents can navigate relationships rather than just query isolated records. The result: trusted, actionable data that makes every decision, automation and transformation possible.
How does Creactives support Procurement and Supply Chain digital transformation?
Digital transformation stalls when the data underneath it can't be trusted. Creactives addresses this at the root — building Semantic Digital Twins of every procurement entity and connecting them into a Unified Data Space. Organizations move from fragmented, error-prone data to a continuously governed, enriched and actionable data layer that accelerates transformation, reduces costs and improves compliance across every key process.
What is the Unified Data Space? NEW
The Unified Data Space is not a platform or product you purchase. It is the semantic space that emerges when all your Semantic Digital Twins — of materials, suppliers, assets, spend — are built and connected. Think of it as the living, navigable picture of your entire procurement universe. AI agents and analytics tools access it via an MCP layer and open APIs.
What are Semantic Digital Twins and how do they work? NEW
A Semantic Digital Twin is an AI-enriched digital representation of a real-world procurement entity — a material, supplier, asset or piece of equipment. Unlike traditional data records, they are:
  • Enriched — automatically cleansed, standardized and completed by a dedicated AI model trained on your data
  • Semantically linked — connected to related entities via a Knowledge Graph
  • Continuously updated — governed through TAM workflows and enriched with field knowledge from operators, technicians and warehouse staff
  • Interoperable — accessible via MCP layer and open APIs to any agent, application or analytics tool
What AI Agents does Creactives offer and what can they do? NEW
Creactives offers vertical AI Agents that connect to the Unified Data Space via an MCP layer, organized by domain:
  • Spend & Procurement: Spend Intelligence Agent, Sourcing Optimizer Agent, Compliance & Risk Agent
  • Master Data & Digital Twins: Master Data Quality Agent, Digital Twin Sync Agent
  • Assets & Equipment: Asset Lifecycle Agent, Virtual Inventory Agent, Equipment Master Data Agent
The agent roadmap is driven by customer demand — new agents are developed based on specific use cases requested by customers.
What industries does Creactives support?
Creactives supports large multinational organizations across Energy & Utilities, Manufacturing, Oil & Gas, Chemicals, Food & Beverage, and Aerospace & Defence — anywhere large, complex and multilingual procurement datasets require AI-powered harmonization.
How does Creactives differentiate from other players in the market?
Three unique capabilities:
  • Semantic Digital Twins: enriched, interlinked representations of every entity — the data foundation that no competitor delivers at this depth
  • Unified Data Space via MCP: a navigable, AI-accessible data space — not just clean records but a connected graph that agents can traverse
  • Human + AI governance: TAM captures field knowledge from operators, technicians and warehouse staff — the only mechanism for transferring human expertise into the data foundation continuously
Results: 15–20% savings on spend, 47% reduction in master data issues, up to 12x faster M&A synergy.
Do Creactives solutions support integrations?
Yes. Creactives provides native connectors for SAP ERP, S/4HANA and major ERPs, plus an MCP layer for AI agent integration and open APIs for analytics tools, procurement platforms and custom applications.