Meeting DSCSA compliance is the baseline, not the finish line. While many companies have focused on simply checking the box for regulatory requirements, the real value of traceability lies in the data it generates. What if the information you’re collecting for the FDA could also make your business smarter, faster, and more profitable? This is the true power of automated epcis messaging for pharma. It transforms a mandatory process into a source of powerful business intelligence. By leveraging this stream of real-time data, you can optimize inventory, identify supply chain bottlenecks, and make proactive decisions that give you a significant competitive advantage.
Key Takeaways
- Treat EPCIS as your supply chain’s universal language: It’s the non-negotiable standard for DSCSA compliance, ensuring every trading partner understands each other and your products are tracked correctly from end to end.
- Automate your messaging to handle the data volume: Manual tracking is impossible at scale; an automated system is essential for managing exceptions, ensuring data accuracy, and keeping your operations running smoothly without compliance risks.
- Look beyond compliance to find business value: The data generated by EPCIS offers powerful operational insights. Use it to analyze supply chain performance, optimize inventory, and make smarter, data-driven decisions that improve your bottom line.
What is EPCIS Messaging?
Think of EPCIS (Electronic Product Code Information Services) as a universal language for your supply chain. It’s an international standard designed to let different systems share structured data about what’s happening to your products as they move from one point to another. For too long, pharmaceutical companies have relied on a patchwork of systems that don’t communicate, creating blind spots and inefficiencies. EPCIS solves this by creating a common framework for communication, allowing for real-time data transmission and seamless integration between you and your trading partners.
At its core, EPCIS answers four simple questions about any supply chain event: what product is involved, where is it, when did the event happen, and why did it happen (e.g., shipping, receiving, packing). By standardizing how this information is captured and shared, you create a single, verifiable record for every product. This is essential for meeting complex regulatory demands, like those outlined in the Drug Supply Chain Security Act (DSCSA). An EPCIS-compliant system ensures that every partner in your supply chain is speaking the same language, which is fundamental for building a transparent, secure, and efficient pharmaceutical distribution network.
How EPCIS Impacts Your Supply Chain
EPCIS gives you a complete, end-to-end view of your products’ journey. It helps you track items from the moment they are manufactured until they reach the end customer, providing critical assurance that they are safe and authentic. This level of visibility is more than just a nice-to-have; it’s a powerful tool for protecting patient safety and your brand’s integrity. By creating a detailed history for each product, you can quickly identify and resolve issues like diversions, detect counterfeit products before they enter the market, and manage recalls with precision. This granular tracking ultimately builds a more resilient and trustworthy supply chain for everyone involved.
Key Components and Standards
The EPCIS framework is managed by GS1, the global standards organization, to ensure everyone follows the same rules for data sharing. The standard is built around capturing “events” in a product’s lifecycle. Each event record contains the essential “what, where, when, and why” data. This information is then formatted into a standard message that can be easily shared and understood by any other EPCIS-compliant system. A purpose-built serialized ERP handles this automatically, translating your operational activities into standardized EPCIS messages that keep your data flowing smoothly and accurately between you and your partners.
Common EPCIS Misconceptions, Cleared Up
One common misunderstanding is that simply adopting the EPCIS standard guarantees perfect communication. While EPCIS provides a flexible framework, that same flexibility can sometimes create interoperability problems. Different companies might implement the standard in slightly different ways, leading to data exchange issues when their systems try to communicate. This is why choosing an integrated platform is so important. A system designed specifically for the pharmaceutical industry, like RxERP, ensures that your EPCIS data is not only compliant but also consistently formatted, eliminating the friction that can occur when connecting with different trading partners.
How Automated EPCIS Messaging Works
Automated EPCIS messaging is the engine that powers a transparent and compliant pharmaceutical supply chain. Think of it as a secure, digital conversation happening between you and your trading partners every time a product moves. Instead of relying on manual data entry, spreadsheets, or disconnected systems, automation ensures that critical information is captured and shared accurately and instantly. This process creates a detailed digital history for every single product, from the moment it’s manufactured until it reaches the dispenser.
This digital handshake is what makes modern pharmaceutical traceability possible. It replaces cumbersome, error-prone paper trails with a seamless flow of information that everyone in the supply chain can trust. This not only helps you meet complex regulatory requirements but also gives you a clear, real-time view of your entire operation. With this visibility, you can manage inventory more effectively, respond quickly to recalls, prevent counterfeit drugs from entering the market, and ultimately, protect patient safety. It’s about moving from a reactive position to a proactive one, where you have full control over your product data from end to end.
The Data Capture and Exchange Process
At its core, EPCIS is an international standard for sharing event data. This standardization allows different systems across the supply chain to speak the same language. When a product is packed, shipped, or received, an EPCIS event is created. This event captures the “what, where, when, and why” of that specific action. An automated system ensures this data is captured correctly and transmitted in a structured format that your partners can immediately understand and process. This seamless data sharing and integration is fundamental for maintaining an unbroken chain of custody and is a key function of a robust serialized ERP system.
Track Products in Real Time
With automated EPCIS messaging, you can track products from the manufacturing line all the way to the pharmacy shelf. Each EPCIS message contains vital details, including the product’s unique identifier, what happened to it, where and when the event occurred, and who was involved. This creates a live, traceable journey for every item, giving you and your partners complete visibility at every stage. This level of detail is crucial for verifying product authenticity and ensuring patient safety. It’s the mechanism that makes it possible to meet the stringent track-and-trace requirements of regulations like the Drug Supply Chain Security Act (DSCSA).
Keep Your Data Secure
Sharing sensitive supply chain data requires a major focus on security. While EPCIS provides the framework for communication, your system must protect that data from unauthorized access. An automated EPCIS system integrates with your other supply chain management tools through secure channels, ensuring data privacy and integrity are maintained at every step. This is non-negotiable for protecting your business, your partners, and patient information. A system built with a strong compliance framework will have the necessary security protocols built-in, giving you peace of mind that your data is always protected from internal and external threats.
Handle Alerts and Exceptions
In a high-volume supply chain, data errors or “exceptions” are bound to happen. A missing serial number, a mismatched shipment, or a data transmission failure can bring operations to a halt if not handled quickly. Given the sheer amount of data involved, trying to manage these exceptions manually is simply not feasible. Automated systems are essential for flagging these issues in real time, sending alerts, and providing the tools to resolve them efficiently. This proactive approach prevents minor data errors from becoming major compliance problems or shipment delays, ensuring your products keep moving safely and without interruption.
Meet DSCSA Compliance Requirements
The Drug Supply Chain Security Act (DSCSA) isn’t just a set of guidelines; it’s a federal law designed to protect patients by securing the pharmaceutical supply chain. Automated EPCIS messaging is your primary tool for meeting these requirements. It provides the framework for creating an electronic, interoperable system to identify and trace prescription drugs as they are distributed in the United States. Think of it as the digital language every trading partner must speak to prove a product’s legitimacy.
Failing to comply can lead to significant penalties, operational disruptions, and damage to your reputation. But with the right system, compliance becomes a seamless part of your workflow. Instead of a regulatory burden, it becomes an opportunity to build a more transparent, efficient, and secure supply chain. The key is to understand exactly what the DSCSA requires and how automated EPCIS messaging directly addresses each mandate. From data elements to verification and reporting, every piece fits together to create a complete compliance picture.
Identify Required Data Elements
To meet DSCSA standards, you need to capture and share specific data for each transaction. This includes Transaction Information (TI), which covers product details like name, strength, and dosage form; Transaction History (TH), a record of all previous transactions; and a Transaction Statement (TS), which confirms the seller is authorized and the information is accurate. EPCIS is the standard format for exchanging this data electronically. It lets companies record and share details about where products are and where they’ve been, almost instantly. An automated system ensures this critical data is captured accurately at every step, from the manufacturing line to the pharmacy shelf.
Understand Verification Standards
The DSCSA requires trading partners to verify the product identifier on packages they receive. This means you need a reliable system to check serial numbers against manufacturer data to spot counterfeit, stolen, or illegitimate products before they reach patients. While the law doesn’t mandate a specific technology, the FDA suggests using EPCIS to meet the rules for sharing Transaction Information and Transaction Statements. An automated EPCIS system standardizes this verification process, ensuring interoperability between your systems and those of your partners. This creates a consistent, auditable trail that confirms product authenticity throughout the supply chain, which is a core part of your compliance strategy.
Know Your Reporting Requirements
Compliance involves more than just collecting data; you also need to be able to report it on demand. If a product is investigated, you must provide its transaction information and history within a specific timeframe. An automated EPCIS system makes this simple. Because every event is captured in a standardized format, you can quickly generate reports for audits or investigations. Pharmaceutical companies can use EPCIS to track the movement of drugs from the manufacturing plant to the pharmacy, ensuring that products are not lost or stolen. This level of traceability is only possible with a robust serialized ERP that integrates EPCIS messaging into its core functions.
Stay on Top of the Compliance Timeline
The DSCSA has been implemented in phases, with the final deadline for full, unit-level traceability taking effect on November 27, 2023. This means that all trading partners are now expected to have systems in place to electronically track and verify individual saleable units. While the deadline has passed, compliance is an ongoing effort. The regulatory landscape can change, and your systems must be flexible enough to adapt. An automated EPCIS messaging system isn’t a “set it and forget it” solution; it’s a dynamic tool that helps you maintain continuous compliance and stay prepared for any future requirements or audits from regulatory bodies.
Key Features of an Automated EPCIS System
When you’re evaluating EPCIS solutions, it’s important to look beyond basic compliance. The right system doesn’t just check a box; it becomes a core part of your operational strategy. A truly effective automated EPCIS system is built on a foundation of key features that work together to protect your business, streamline your processes, and provide valuable insights. Think of these features as the non-negotiables for any modern pharmaceutical supply chain. From managing the foundational data of serialization to integrating seamlessly with the tools you already use, each component plays a critical role in building a resilient and efficient operation. Let’s break down what you should be looking for.
Manage Serialization
At its heart, EPCIS is all about serialization. Your system must be able to effortlessly manage the massive amount of data that comes with tracking products at the unit level. This means more than just storing serial numbers; it’s about handling the constant flow of information as products move between trading partners. A strong system ensures that as your products travel through the supply chain, the serialization data is accurately captured and shared with each handoff. This creates a reliable digital pedigree for every item, which is the foundation of DSCSA compliance and supply chain integrity. Your platform should make this complex data exchange feel simple and automatic.
Control Data Quality
In any data-driven process, the quality of your inputs determines the quality of your outputs. An automated EPCIS system is no different. It needs to act as a gatekeeper, ensuring that the data entering your system is accurate, complete, and correctly formatted. EPCIS provides a standard for capturing and sharing supply chain events, which is the first step toward maintaining high-quality data. Your system should have built-in validation checks and error-handling protocols to catch discrepancies before they cause problems downstream. This focus on data integrity ensures that your records are always audit-ready and that your business decisions are based on information you can trust.
Use Advanced Analytics
Simply collecting EPCIS data isn’t enough. The real value comes from what you do with it. A top-tier automated system will include powerful analytical tools that transform raw event data into clear, actionable insights. By leveraging item-level tracking information, you can get a granular view of your entire supply chain. This allows you to use business intelligence analytics to spot trends, identify potential bottlenecks, and monitor partner performance in real time. Instead of just reacting to problems, you can proactively optimize your operations, manage inventory more effectively, and make smarter, data-backed decisions that drive your business forward.
Ensure Interoperability
Your pharmaceutical supply chain is an ecosystem of different trading partners, and your EPCIS system needs to communicate with all of them. Interoperability is the ability of your system to seamlessly exchange data with others, regardless of the software they use. Because EPCIS is a GS1 standard, it’s designed to create a common language for all stakeholders. A robust automated system fully embraces this standard, ensuring that your data transmissions are understood by everyone from manufacturers to dispensers. This universal compatibility is essential for maintaining visibility across the entire supply chain and is a core principle of a well-functioning serialized ERP.
Integrate with Existing Systems
An EPCIS solution shouldn’t operate in a silo. To be truly effective, it must integrate smoothly with the other systems that run your business, like your ERP, Warehouse Management System (WMS), and CRM. Implementation is an ongoing process, and this continuous integration is key to maximizing efficiency. A well-designed system connects these different platforms, creating a single source of truth and eliminating the need for manual data entry or clunky workarounds. This creates a cohesive tech stack where information flows freely between departments, from inventory management to finance, ensuring everyone is working with the most current and accurate data.
How to Implement an EPCIS System
Putting an EPCIS system in place is more of a marathon than a sprint. It’s an ongoing process that requires a solid plan, buy-in from your team, and a commitment to continuous improvement. But when you break it down into manageable steps, you can set your team up for a smooth and successful transition. Think of it as building a strong foundation for a more transparent and efficient supply chain. The key is to approach it methodically, ensuring each piece is in place before moving to the next. From getting your current systems ready to training your staff and choosing the right partner, every step is crucial for long-term success and DSCSA compliance. Let’s walk through the essential phases of a successful EPCIS implementation.
Check Your System Prerequisites
Before you can build anything new, you need to know what you’re working with. Start by taking a close look at your existing infrastructure, processes, and data management practices. Do your current systems have the capacity to handle the volume of serialization data that EPCIS requires? It’s also the time to get all your key stakeholders in the same room—from warehouse managers to IT specialists and compliance officers. A successful implementation depends on clear communication and shared goals from the very beginning. This initial assessment will help you identify potential gaps and create a realistic project plan that aligns with your business objectives and regulatory deadlines.
Train Your Staff Effectively
A new system is only as good as the people who use it. Your team is on the front lines, so their understanding and confidence are critical. Effective training goes beyond just showing them which buttons to click. Your staff needs to understand the “why” behind the change—the DSCSA rules, the importance of data accuracy, and how to correctly handle exceptions and errors within the EPCIS framework. When your team feels prepared and knowledgeable, they become active participants in the system’s success rather than just users. This proactive approach helps minimize errors, reduce friction during the transition, and ensures your operations continue to run smoothly.
Choose Your Data Management Solution
This is the heart of your implementation project. You need a solution that can capture and share supply chain event data in a common, interoperable format. While many generic ERPs can be adapted, a purpose-built platform designed for pharma can save you significant time, cost, and risk. A serialized ERP combines traceability, operations, and commercial tools into a single, compliant system. This eliminates the need to stitch together multiple disconnected solutions for DSCSA, inventory management, and customer relations. Look for a partner who understands the unique complexities of the pharmaceutical supply chain and can provide a solution that grows with you.
Monitor System Performance
Your EPCIS implementation doesn’t end the day you go live. To get the most out of your investment, you need to continuously monitor how the system is performing. This involves regular audits and reviews to ensure data is flowing correctly and that you’re meeting all compliance requirements. The right system will provide you with powerful business intelligence analytics, turning raw data into actionable insights. This ongoing oversight allows you to optimize logistics, refine inventory management, and make smarter, data-driven decisions across your entire supply chain. Think of it as a continuous feedback loop that drives improvement and efficiency.
Mitigate Implementation Risks
Every major project comes with potential risks, and EPCIS implementation is no exception. One of the most common challenges is ensuring interoperability. Because EPCIS is a flexible standard, different trading partners might configure it in slightly different ways, which can create friction when exchanging data. To get ahead of this, choose a solution built on established standards and work with a provider who understands the entire pharmaceutical ecosystem. By anticipating potential issues like data discrepancies or connection problems with partners, you can build a more resilient and reliable system from day one.
The Benefits of Automating EPCIS
Adopting an automated EPCIS messaging system is more than just a compliance checkbox; it’s a strategic upgrade for your entire operation. By moving away from manual tracking and siloed data, you create a more resilient, efficient, and transparent supply chain. This shift helps you make smarter decisions, reduce operational headaches, and protect both your business and the patients who depend on your products. Let’s look at the specific advantages you can expect.
Gain Full Supply Chain Visibility
Imagine knowing exactly where every single product is, from the moment it’s created to its final destination. That’s the power of automated EPCIS. This standard was specifically designed to capture and share supply chain events in a common language, giving you an uninterrupted view of your product’s journey. With a serialized ERP system, you can trace every item in real time, identify potential bottlenecks before they become problems, and respond instantly to inquiries or issues. This level of transparency isn’t just a nice-to-have; it’s essential for managing a modern pharmaceutical supply chain effectively.
Improve Operational Efficiency
Manual processes are slow, prone to error, and difficult to scale. Automating EPCIS messaging streamlines your entire workflow. By capturing data automatically, you reduce the time spent on manual entry and verification, freeing up your team to focus on more critical tasks. This continuous flow of information allows you to optimize logistics, refine your inventory management, and make better-informed decisions across the board. Think of it as an ongoing improvement cycle—the more data you collect and analyze, the more opportunities you’ll find to make your operations faster, leaner, and more responsive to market demands.
Prevent Errors and Control Quality
In the pharmaceutical industry, there is no room for error. Automated EPCIS messaging is a powerful tool for quality control, helping you ensure every product is both safe and authentic. By tracking items at the unit level, you can quickly spot and investigate anomalies, preventing counterfeit or diverted products from reaching patients. This detailed tracking also makes recalls faster and more precise, allowing you to isolate affected batches without disrupting your entire supply chain. It replaces guesswork with certainty, giving you tight control over product integrity and protecting your brand’s reputation.
Optimize Your Costs
While implementing a new system requires an investment, the long-term financial benefits of automating EPCIS are substantial. Enhanced visibility and efficiency directly translate to cost savings. You can reduce safety stock levels, minimize losses from expired or damaged products, and avoid the high costs associated with manual errors and recalls. Furthermore, a streamlined operation means faster order fulfillment and fewer chargebacks. By integrating these processes, you can leverage financial automation to get a clearer picture of your profitability and find new ways to reduce overhead.
Simplify Regulatory Compliance
Meeting DSCSA requirements is non-negotiable, and the FDA has made it clear that EPCIS is the standard. An automated system makes compliance a seamless part of your daily operations rather than a frantic, last-minute effort. The system ensures that all required data is captured, formatted, and shared correctly with your trading partners, creating a reliable audit trail. By automating this process, you significantly reduce the risk of expensive fines, shipping delays, or other penalties that could disrupt your business. It’s the smartest way to stay ahead of regulations and keep your products moving without interruption.
Overcome Common Implementation Challenges
Implementing any new system comes with its share of hurdles, and an automated EPCIS solution is no exception. But knowing what to expect is half the battle. When you’re prepared for the common roadblocks, you can create a smoother path for your team and your entire supply chain. Let’s walk through the four biggest challenges you might face—technical complexities, data overload, security risks, and team adoption—and talk about how to handle them head-on.
Address Technical Hurdles
EPCIS has its own language and set of rules. It’s a specific technical standard designed to make supply chain data interoperable, but that standardization brings complexity. You don’t just plug it in and go. Getting bogged down in the technical weeds can stall your progress. Instead of trying to become EPCIS experts overnight, partner with a provider who already is. A purpose-built serialized ERP is designed with these technical standards at its core, handling the intricate messaging and data structures so you can focus on your operations, not on deciphering technical documentation.
Manage High Volumes of Data
The amount of data your supply chain generates with EPCIS is massive and grows exponentially. Every scan and movement creates a new data point. This flood of information can quickly become overwhelming, and as the volume increases, so does the risk of errors or “exceptions” that can halt product movement. Your system needs to be more than a simple database; it must be a powerful engine capable of processing and validating huge datasets in real time. Look for a solution with robust business intelligence analytics that can handle this scale and turn that data firehose into clear, actionable insights.
Build a Strong Security Framework
The data flowing through your EPCIS system is incredibly sensitive. It details the journey of life-critical products, making its security non-negotiable. A breach doesn’t just compromise business information; it can threaten data integrity and patient safety. That’s why a strong security framework is essential. This means integrating EPCIS with your existing security protocols, ensuring data is encrypted, and implementing strict access controls. Security can’t be an add-on. It needs to be a fundamental part of your compliance strategy, protecting your data and building trust with your trading partners from day one.
Lead Your Team Through Change
Technology is only as good as the people who use it. Implementing an automated EPCIS system is a significant operational shift that requires clear leadership and communication. It’s not a one-time event but an ongoing process of adaptation and learning. Your team will have questions and concerns, so it’s crucial to provide thorough training and set realistic expectations. Frame the implementation as a collaborative effort to improve processes, not just a top-down mandate. Getting buy-in from your staff is key to a successful rollout and a smooth transition.
What’s Next for EPCIS in Pharma?
Implementing EPCIS is much more than a compliance checkbox; it’s about laying the groundwork for a more intelligent and resilient pharmaceutical supply chain. As the industry moves beyond the initial scramble to meet DSCSA deadlines, the focus is shifting toward what’s truly possible with this rich stream of data. Staying ahead of the curve means looking at how emerging technologies, evolving regulations, and new opportunities for innovation will shape the future. A robust serialized ERP system isn’t just a tool for today; it’s your platform for future growth.
The initial push for EPCIS was driven by regulation, but its true potential lies in the operational and commercial advantages it unlocks. Think of it as building a digital nervous system for your supply chain. Every transaction and handoff creates a data point, and when aggregated, these points provide a crystal-clear picture of your entire operation. This visibility allows you to move from a reactive to a proactive stance. Instead of just responding to stockouts or recalls, you can start to anticipate them. The future of EPCIS is less about proving where a product has been and more about predicting where it needs to go, ensuring its integrity every step of the way.
Watch for Emerging Technologies
EPCIS is more than a messaging standard; it’s a foundation for innovation. As a common language for supply chain events, it allows new technologies to plug in and create value from the data you’re already generating. Think about pairing EPCIS data with artificial intelligence. You can use business intelligence analytics to analyze patterns, predict demand fluctuations, and identify potential disruptions before they impact your operations. The latest version, EPCIS 2.0, was specifically designed to support these emerging use cases for traceability. This opens the door for IoT sensors to add real-time temperature and location data to your product journey, giving you an even richer dataset to work with.
Prepare for Regulatory Changes
The FDA has been clear: EPCIS is the required standard for DSCSA, and there’s no turning back. While the initial deadlines have passed, regulatory oversight isn’t going away. In fact, it’s likely to become more stringent as the industry fully adopts these standards. Being prepared means having a system that is not only compliant today but also flexible enough to adapt to future requirements. Companies that fail to keep up risk significant fines, operational delays, and even the inability to transact with partners. The key is to view compliance not as a one-time project, but as an ongoing business function that protects your company and your customers.
Find Opportunities for Innovation
Meeting compliance standards is the baseline, not the finish line. The real opportunity with EPCIS lies in using its data to drive continuous improvement across your business. Implementing this system is an ongoing process, and the insights you gain can lead to powerful optimizations in logistics, inventory management, and overall decision-making. Don’t let your traceability data sit in a silo. Use it to ask bigger questions: Where are the bottlenecks in our distribution network? Can we reduce spoilage by optimizing shipping routes? How can we provide better forecasting to our manufacturing partners? Exploring these use cases turns a regulatory requirement into a competitive advantage, enhancing transparency and efficiency throughout your supply chain.
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Frequently Asked Questions
What’s the difference between DSCSA and EPCIS? Think of it this way: the DSCSA is the law, and EPCIS is the language you use to follow that law. The Drug Supply Chain Security Act (DSCSA) is the set of federal regulations requiring products to be tracked throughout the supply chain. EPCIS is the global standard for creating and sharing the electronic data that makes this tracking possible. You use the EPCIS format to send the required transaction information to your partners, ensuring everyone is speaking the same language and meeting the law’s requirements.
Can’t we just manage EPCIS messaging manually? While it might seem possible for very small operations, managing EPCIS data manually is not a realistic or scalable strategy. The sheer volume of data generated by tracking every single saleable unit is massive. Attempting to handle this through spreadsheets or manual entry would inevitably lead to errors, which can cause shipment delays and major compliance issues. An automated system is essential for handling the data accurately, managing exceptions, and keeping your products moving without interruption.
What happens if there’s a data error or a mismatch with a trading partner? Data errors, or “exceptions,” are a normal part of a complex supply chain. A strong automated EPCIS system is designed to catch these issues immediately. It will flag discrepancies between what was expected and what was received, send alerts to the right people, and provide the tools to investigate and resolve the problem quickly. This proactive approach is critical for preventing minor data mismatches from turning into significant compliance violations or operational bottlenecks.
Our current ERP vendor says they can handle EPCIS. Why would we need a specialized system? Many generic ERPs can be adapted to handle EPCIS, but this often creates a clunky, stitched-together solution. A system that isn’t built specifically for the pharmaceutical industry may struggle with the unique complexities of serialization and partner communication, leading to interoperability problems. A purpose-built platform for pharma has these requirements at its core, ensuring that traceability, operations, and compliance tools all work together seamlessly from the start, which saves you the cost and risk of trying to connect multiple, non-specialized systems.
Is EPCIS just a compliance tool, or does it offer other business advantages? Meeting DSCSA requirements is the most immediate reason to implement EPCIS, but that’s just the beginning. The real value comes from the complete visibility it gives you over your entire supply chain. This rich data allows you to improve operational efficiency, optimize inventory levels, and reduce losses from expired or recalled products. By turning raw tracking data into business insights, you can make smarter decisions that lower costs and create a more resilient business.
