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What is Master Data Management?

Master data management (MDM) systems help food and beverage, cosmetics and personal care, and specialty chemical brands create and maintain a single, trusted source of truth for their most critical business information. It represents a structured collection of all the relevant data associated with a specific product, from product specifications to supplier details and financial information. 

By ensuring every team in every division works with consistent, accurate, up-to-date data, MDM capabilities form the data foundation for effective PLM and ERP systems. 


  • Trace One Master Data Management

    Centralization

    Assembling all product information and critical data from other repositories in one place eliminates spreadsheet clutter.

  • Trace One Master Data Management

    Collaboration

    Centralized repositories increase autonomy for teams and help them communicate more easily without resorting to disorganized email threads. 

  • Trace One Master Data Management

    Optimization

    By managing the flow of information between a PLM solution and other systems, MDM tools optimize data repository import and export. 

The Importance of Master Data Management

MDM systems help you maintain quality, accelerate business processes, and protect your brand. They make the aggregated collection of records and data about a product, known as an item master, universally available throughout your PLM or ERP ecosystem. 

When quality teams, procurement specialists, and product developers all work from the same centralized data source, organizations see dramatic reductions in errors and duplication. This synchronization across different systems ensures everyone from R&D to manufacturing to marketing has access to the same information. 

The benefits of master data management in enterprise environments 

  • Reduce reformulation cycles and eliminate duplicates in data entry.
  • Meet product briefs more quickly.
  • Achieve faster time to market. 
  • Create alignment between departments that traditionally operate in silos.

In highly regulated industries like food and beverage, cosmetics, chemicals, and grocery retail, inaccurate data can trigger costly recalls, compliance violations, and irreparable brand damage. When product specifications, ingredient lists, or regulatory information contain errors, companies risk losing the brand value they've spent years building. Well-integrated MDM capabilities help eliminate that risk. 

 

Features of Item Master Data Management Solutions

The most effective MDM software features go beyond basic data storage to provide comprehensive control and visibility across your product portfolio. These capabilities ensure your team has the right information, at the right time, with the proper safeguards in place. 

Data Centralization

Modern MDM tools create a core repository where everything you need lives in one place, including item names, descriptions, input costs, bills of materials, supplier information, manufacturing lead times, order quantities, and inventory levels. Advanced systems can also track attributes like purchase costs and minimum and maximum stock levels, giving teams complete visibility into every aspect of their products. 

Trace One Master Data Management

Version Control and Traceability

Robust version control provides accountability by tracking every change made to your data. This audit trail is crucial during regulatory reviews, supporting more effective inspections and quality assessments by demonstrating exactly why changes occurred. That level of traceability also enables faster error spotting and troubleshooting when issues do arise. 

Role-Based Access

Not everyone should have access to everything. MDM capabilities include permission settings specific to departments and users, ensuring only authorized personnel can modify your most essential data. Many systems include approval workflows where designated approvers need to validate changes before they go into production. 

Trace One Master Data Management

Compliance Support

Dedicated regulatory compliance modules help assess whether products meet market-specific requirements and generate compliant labeling data automatically. These features ensure your regulatory teams work with the right data to keep your products compliant in diverse and dynamic markets. 

Trace One Master Data Management
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Product Data Accuracy in Food and Beverage

Master data management for food industry businesses helps regulatory specialists generate accurate labels and branding materials with confidence. Through centralized ingredient specifications, nutritional information, and regulatory data, teams eliminate the risk of outdated or incorrect information appearing on consumer packaging. 

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Faster Go-to-Market in Retail

Private label retailers use MDM to streamline data sharing with manufacturing partners and suppliers. By centralizing product specifications, UPCs, and supplier information, retailers can collaborate more effectively on validated data, reducing errors and accelerating product launches through improved supplier partnerships. 

Trace One Master Data Management

Regulatory Compliance in Cosmetics

For cosmetics, MDM solutions provide dedicated compliance assessment tools that evaluate whether products meet specific market regulations. When entering new markets, companies can quickly assess regulatory requirements and ensure their formulations and labeling meet local standards before launch. 

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MDM vs. PLM vs. PDM

Understanding the relationships between MDM, PLM, and PDM helps clarify each system's role in your technology stack. While PLM solutions manage the entire product lifecycle from concept to retirement and PDM tools focus on engineering documents and CAD files, MDM systems serve as the foundational data layer that feeds both systems. 

Effective integration between PLM and MDM tools keeps core product information like specifications, suppliers, and regulatory information consistent across all platforms, eliminating data silos and reducing errors throughout your product development process. 

Signs You’re Ready for PLM Software that Supports an Item Master Data Management Solution 

Recognizing when to update to a PLM solution that features robust MDM capabilities starts with identifying the problems it can solve. 

  • Your organization is ready to move awayfrom siloed solutions toward a central data repository. 
  • Your teams are working with different versions of the same product specifications across departments. 
  • Data entry happens multiple times for the same product information in different systems. 
  • Product launches get delayed due to inconsistent or missing data between teams. 
  • Compliance issues arise from outdated or inaccurate regulatory information. 
  • You're struggling with supplier coordination because you aren’t centrally managing product specs. 
  • Quality teams can't trace ingredient or component changes back to their sources. 
  • Reformulation cycles take too long because teams can't quickly access accurate ingredient and supplier data. 
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CATEGORY-DEFINING INNOVATION Why Trace One?

Trace One PLM solutions deliver comprehensive MDM capabilities across industry-leading software for food and beverage, cosmetics, and chemicals manufacturers, as well as private label retailers and CPG brands. With AI-powered data extraction, out-of-the-box compliance frameworks, and seamless ERP integration, Trace One solutions can help you transform your product development processes. 

By managing item master data centrally and connecting it to our full suite of applications, Trace One’s integrated MDM system provides a single source of truth that breaks down data silos between different applications, different stages of the product development lifecycle, and different stakeholders. The result is better quality, smoother processes, and faster time-to-market.  

Item Master Data Management FAQs

What is master data management?

Master data management (MDM) is the practice of creating a single, trusted source of truth for your organization's most critical business information, including product specifications, supplier details, and financial information. It serves as the data backbone of successful PLM and ERP systems, ensuring teams across departments work with consistent, accurate data. 

What are the best master data management platforms for integration?

The best master data management software seamlessly integrates with existing PLM and ERP systems, which feature built-in APIs and connectors for common enterprise applications. These platforms accommodate your technology ecosystem while providing centralized data management that breaks down silos between systems. 

Why is product master data management important?

MDM protects brand value by preventing costly recalls, compliance violations, and data errors that can damage your business’s reputation. It accelerates time-to-market, reduces internal costs, creates alignment between departments, and ensures every stakeholder works from the same accurate, up-to-date information when making critical business decisions. 

What is material master data management?

Material master data management has a specific focus on centralizing information about the raw materials, ingredients, and components used in product development. This includes costs of inputs, bills of materials (BOMs), supplier sources, manufacturing lead times, and inventory levels. Each of these parameters is critical for food and beverage, cosmetics, and specialty chemical companies. 

How do I implement master data management?

Successful MDM implementation involves blueprinting your requirements, configuring the system to your specifications, migrating existing data, and validating the system before go-live. Expert-guided approaches like the Trace One process include blueprinting, deployment, validation, and go-live support from experts who can answer any questions about how to implement master data management. 

How does master data management work?

MDM creates a central repository where all product information lives, then synchronizes this data across connected PLM, ERP, and other enterprise systems. When changes occur in one system, they automatically appear across all connected platforms, ensuring everyone has access to the latest, most accurate information. 

What is a master data management tool?

A master data management system is a centralized platform that stores, manages, and governs your organization's critical business data while providing role-based access controls and audit trails. It features data centralization, version control, compliance support, and integration capabilities that connect to your existing technology stack. 

What is master data management software?

Master data management software provides the tools and capabilities you need to create, maintain, and govern your single source of truth for product data. Key features include data centralization, version control, and traceability, role-based access permissions, compliance assessment modules, and seamless integration with PLM and ERP systems. 

Here’s how Trace One will help to harmonize your data across all systems. 
  • Store and synchronize data: Store product iterations on your PLM platform and synchronize the data for finished products. 
  • Unify material master management: Create material masters in your PLM and ERP systems simultaneously to keep materials, classifications, documents, and BOMs in one place. 
  • Ensure consistency across systems with centralized data that’s continuously up to date. 
  • Eliminate lag time: Kick off manufacturing as soon as you create material masters and automatically translate recipes for your ERP system. 
  • Connect and streamline: Trace One Devex PLM Open Connecter simplifies data transfer through a built-in mass import/export tool, eliminating the need for manual re-entry. 
  • Automate: Automatically format unstructured data to make it compatible with your target system. 
  • Standardize and simplify: Integrate data from multiple systems with one standardized tool based on native SQL technology. 
  • A scalable solution: Trace One Devex PLM Enterprise SOA Connecter offers more complex product information management for businesses that need real-time data updates for multiple processes. 
  • Assured accuracy: Properly format critical product data between systems, ensuring calculations for trace substances, weights, costs, and other key properties. 
  • Flexibility where you need it: Flexible business logic works with your company’s specific processes and data formats. 
  • Blueprinting: We guide your teams through fast, effective design workshops to discover the perfect configuration for your new PLM system. 
  • Implementation: Trace One builds the PLM system based on your unique requirements. We’ll help you settle into your new workflows and support each team on their part in data migration. 
  • Validation: Before launch, we validate the PLM system in your environment based on established use cases and perform detailed testing. 
  • Go live: The clear and guided Trace One approach works to mitigate risk, nerves, and resistance to change. Our experts create a project plan with an eye to minimal downtime as the shift is made from in-development to a live environment. 
  • SAP-friendly: Trace One Devex PLM SAP Connector links directly to your SAP database to translate PLM data and connect complex workflows. 
  • Direct data relationships: Build a direct relationship between PLM materials and SAP material masters, specifications, vendor and customer information, and support documentation. 
  • Visibility and traceability: Enable robust error handling and event logging. 

Our Customers Include

  • Auchan
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  • Cargill
  • OceanSpray
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  • McCormick
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  • Ghirardelli
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  • Bacardi
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  • Post Consumer Brands

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