The 10 Principles of a Data-Driven Supply Chain

Supply chain workflows have become too complex for legacy systems and manual processes to keep up. Data is siloed, fragmented, and, frankly, messy.But it doesn’t have to be this way... In this post, CEO Amir Taichman dives into the 10 principles we use as our guide for delivering data-driven supply chain solutions.

Amir Taichman
Founder & CEO
January 28, 2025

Supply chain operations are broken. Not because companies aren’t trying hard enough—quite the opposite. It’s because supply chain workflows have become too complex for legacy systems and manual processes to keep up. Data is siloed, fragmented, and, frankly, messy.

But it doesn’t have to be this way. 

At UnitySCM, we believe supply chain operations can—and should—be smarter, faster, and better connected. That’s why we built our platform on the principles of what we call “Data-Driven Supply Chain Operations.”

These principles represent a modern framework for managing supply chains: one that uses technology and data to give you visibility, control, and actionable insights. In other words, operations that just work—so your team can focus on strategy and impact, not firefighting.

Here are the 10 principles we use as our guide for delivering data-driven supply chain solutions.

1. Assume Data Will Be Imperfect 

  • Let’s face it—data quality is never perfect. Systems break, human errors happen, and gaps in information are inevitable. Modern supply chains can’t afford to stop working when data isn’t 100% clean. 
  • How UnitySCM Solves This: Our platform flags inconsistencies, helps you identify gaps, and ensures that operations run smoothly even when data quality isn’t perfect. More importantly, we design tools that accept data will always have flaws and foster user trust. Instead of chasing perfection, we design systems that can work with imperfect data, preventing endless resources from being wasted on minor errors.

2. Make Data Accessible Where It’s Needed 

  • If data is too hard to access, it won’t get used. Supply chains work best when data is available where your team already operates—without friction. 
  • How UnitySCM Solves This: We push key supply chain data, like orders, customs or shipment updates, into systems teams already use, such as  ERPs. Sharing data isn’t just about collecting it—it’s about making it easy for all stakeholders to access and use. Logistics teams need shipment updates, finance teams need payment timelines, and distribution teams need delivery schedules. By meeting people where they are, we ensure everyone gets the data they need without learning new tools.

3. Connect Structured and Unstructured Data 

  • Supply chains run on two types of data: structured (like tracking numbers) and unstructured (like customs documents). Bringing them together in context saves time and reduces errors. 
  • How UnitySCM Solves This: We focus on turning unorganized information into structured formats that make sense across teams. This effort brings clarity and ensures no data falls through the cracks. For example, we link documents (and their content) directly to shipments and their tracking updates, so all relevant information—structured and unstructured—is just a click away. 

4. Automate for Accuracy and Efficiency 

  • Manual processes are error-prone, slow, and expensive. Automating repetitive workflows frees up your team and reduces costly mistakes. 
  • How UnitySCM Solves This: From customs filings to document indexing and destination operations, we automate key workflows, giving your team back valuable time and ensuring nothing gets missed. Automation ensures processes are consistent, accurate, and scalable.

5. Deliver Insights Tailored to Stakeholders

  • The same data can mean different things to different people in the supply chain. Insights must be customized to meet the needs of specific roles and departments.
  • How UnitySCM Solves This: Our platform ensures that inventory data, for example, can inform warehouse managers about space allocation while simultaneously helping finance teams analyze cash flow. Tailoring insights for different stakeholders ensures everyone gets the information they need in the format they can use.

6. Turn Insights Into Confident Action

  • In today’s fast-moving supply chains, making the right decision quickly is critical. But raw data alone isn’t enough—you need actionable insights that eliminate guesswork and provide clarity on what steps to take next.
  • How UnitySCM Solves This: We transform complex data into clear, actionable insights that empower you to act with confidence. Whether identifying tariff-saving opportunities, flagging compliance risks, or uncovering performance trends, our platform ensures every decision you make is grounded in reliable, real-time information.With UnitySCM, there’s no more rolling the dice or second-guessing outcomes. You’ll have the tools and insights to make smarter, faster decisions—streamlining operations, reducing risks, and driving measurable impact across your supply chain.

7. Provide a Single Source of Truth 

  • When data is scattered across systems, it’s hard to know what’s accurate. Supply chains need a single, reliable source of truth to operate effectively.  
  • How UnitySCM Solves This: We centralize shipment, customs, procurement, planning and logistics data into one platform, ensuring every stakeholder works off the same, accurate information.

8. Keep the Receipt: Ensure Data Auditability

  • In a supply chain, trust in your data is critical. Every piece of information must be traceable back to its original source to ensure accuracy and accountability.
  • How UnitySCM Solves This: Our platform retains original data records and links them to their current state, making them seamlessly auditable. Whether for compliance, performance analysis, customer service or troubleshooting, we ensure your data is reliable and trustworthy.

9. Flag and Resolve Issues Before They Escalate 

  • The best supply chains solve problems before they happen. Teams need early visibility into risks so they can take action in time. 
  • How UnitySCM Solves This: Our platform flags delays, missed filings, and other risks early,  giving you the tools to prevent problems before they escalate. Early action reduces disruptions and helps your supply chain run smoothly. 

10. Build Operations for Continuous Improvement 

  • Modern supply chains aren’t static. You need to constantly analyze, learn, and optimize to stay ahead. 
  • How UnitySCM Solves This: We analyze your operational performance and surface opportunities to reduce costs, improve workflows, and boost efficiency over time. Our platform is flexible, adapting to your needs as your business evolves. Continuous improvement is built into the system, ensuring long-term success.

Why These Principles Matter

At UnitySCM, we believe the future of supply chain operations is data-driven. These principles guide everything we build and deliver, ensuring that our customers have the tools they need to run smarter, more connected operations.

Whether it’s integrating your systems, automating workflows, or delivering actionable insights, our job is to make your supply chain work better, faster, and with less effort.

Ready to transform your supply chain with data-driven operations? Let’s talk.