Skip to main content
  • login
  • contact
  • language
    • English
    • Français
    • Español
    • Português
    • Deutsch
    • 简体中文
    • 日本語
  • search
X
GEP Logo GEP Logo
  • Company
    • Leadership
    • Customers
    • Partners
    • Sustainability at GEP
    • News
    • Events
    • Culture
    • Mission & Vision
    • Awards & Recognition
  • Solutions
    • Strategy
      • Procurement Consulting  
        • Procurement Transformation
        • Digital Procurement Transformation
        • Opportunity Assessment
        • M & A Services
        • Strategic Cost Management
        • Supply Risk Management
      • Supply Chain Consulting  
        • Environmental, Social and Governance
        • Socially Responsible Sourcing
        • Supply Chain Strategy
        • Supply Chain Diagnostics
        • Inventory Optimization
        • Network Optimization
        • GEP Total Inventory Management Solution
      Software
      • GEP SMART  
        • Procurement Software
        • Direct Procurement Software
        • Indirect Procurement Software
        • Digital Procurement Transformation
        • Master Data Management
        • AP Automation
        • Spend Management
        • SMART S2P Technology
      • Midsize & High Growth Enterprises  
      • GEP NEXXE  
        • Supply Chain Visibility and Execution
        • Supply Chain Planning
        • Supply Chain Collaboration
        • Supply Chain Control Tower
        • Should-Cost Modeling
        • Inventory and Warehouse Management
      • GEP CLICK  
      • GEP MINERVA  
      Managed Services
      • Procurement Outsourcing  
        • Source-to-Contract
          • Spend Analysis
          • Strategic Sourcing
          • Category Management
          • Supply Market Intelligence
          • Tail-Spend Management
          • Procurement Support Services
        • Procure-to-Pay
          • Cost Recovery & Invoice Auditing
          • Accounts Payable
      • Supply Chain Outsourcing  
        • Planning & Forecasting
        • Inventory Management
        • Logistics Management
        • Supply Chain Data Management
        • Supply Chain Risk Management
  • Industries
    • Automotive
    • Chemicals
    • Consumer Packaged Goods
    • Energy & Utilities
    • Financial Services
    • Government & Nonprofit
    • Industrial Manufacturing
    • Life Sciences
    • Oil & Gas
    • Private Equity
    • Retail
    • Telecommunications, Media & Technology
    • High-Tech
    • Media & Entertainment
    • Software, Social & Platforms
    • Telecom
    • Travel & Hospitality
  • Knowledge Bank
    • Digital Transformation
    • Software & Technology
    • Strategy & Planning
    • Operations
    • Procurement
    • Sustainability
    • Global Supply Chain Volatility Index
    • Insights From the Top
    • Inflation Strategies
  • Careers
    • Join Us
    • GEP Per Se
    • Campus Connect
  • Partners
   
  • GEP Strategy ›
    • GEP Strategy
    • ‹ Back
      • Procurement Consulting ›
        • Procurement Consulting
        • ‹ Back
          • Procurement Transformation ›
            • Procurement Transformation
            • ‹ Back
              • Procurement Strategy
              • Org. Design & Implementation
              • Capability Building
              • Change Management
              • Governance & Performance
              • Processes & Policies
              • S2P Operations
              • Sourcing & Category Management
              • Technology
          • Digital Procurement Transformation
          • Opportunity Assessment
          • M&A Services ›
            • M&A Services
            • ‹ Back
              • M&A Clean Room
          • Strategic Cost Management ›
            • Strategic Cost Management
            • ‹ Back
              • Zero-Based Budgeting
          • Supply Chain Risk Management
      • Supply Chain Consulting ›
        • Supply Chain Consulting
        • ‹ Back
          • SUSTAINABILITY AND RESILIENCE
          • Environmental, Social and Governance
          • Socially Responsible Sourcing
          • Scope 3
          • PLAN
          • Digital Planning, S&OP, S&OE
          • Collaborative Planning
          • PROCURE
          • Source To Contract
          • Procure To Pay
          • MAKE
          • Inventory Strategy & Management
          • Operations & Manufacturing Excellence
          • GEP Total Inventory Management Solution
          • DELIVER
          • Network Strategy & Optimization
          • Warehousing & Transportation Management
  • GEP Software ›
    • GEP Software
    • ‹ Back
      • GEP SMART ›
        • GEP SMART
        • ‹ Back
          • Procurement Software
          • Direct Procurement Software ›
            • Direct Procurement Software
            • ‹ Back
              • Bill of Materials Management
              • Data Analytics & Reporting
              • Inventory Management
              • Master Data Management
              • Quality Management
              • Supplier Collaboration Portal
              • Supply Chain Operations
          • Indirect Procurement Software ›
            • Indirect Procurement Software
            • ‹ Back
              • Source-to-Contract
              • Spend Analysis
              • Savings Project Management
              • Category Management
              • Contract Management
              • Savings Tracking
              • Sourcing
              • Supplier Management
              • Procure-to-Pay
              • Guided Buying
              • Procurement Portal
              • Catalog Management
              • Order Processing
              • Invoice Management
          • Digital Procurement Transformation
          • Master Data Management
          • Product Accessibility
          • AP Automation
          • Spend Management
          • SMART S2P Technology
      • GEP NEXXE ›
        • GEP NEXXE
        • ‹ Back
          • Supply Chain Visibility and Execution ›
            • Supply Chain Visibility and Execution
            • ‹ Back
              • Inventory and Warehouse Management
              • Logistics Visibility
              • Control Tower
          • Supply Chain Planning ›
            • Supply Chain Planning
            • ‹ Back
              • Supply Chain Control Tower
              • Should-Cost Modeling
              • Demand Planning
              • Supply Chain Bill of Materials
              • Supply Chain Direct Sourcing
              • Supply Planning
          • Supply Chain Collaboration ›
            • Supply Chain Collaboration
            • ‹ Back
              • Forecast Collaboration
              • Purchase Order Collaboration
              • Quality Collaboration
              • Capacity Collaboration
              • Quality Management Software
          • Supply Chain Control Tower
          • Should-Cost Modeling
          • Inventory and Warehouse Management
      • GEP CLICK
      • GEP MINERVA
      • Innovation ›
        • Innovation
        • ‹ Back
          • Emerging Technologies
          • Native to Cloud
          • Native to Mobile
          • One Unified Platform
          • Security
          • User-Centric Design
  • GEP Managed Services ›
    • GEP Managed Services
    • ‹ Back
      • Procurement Outsourcing ›
        • Procurement Outsourcing
        • ‹ Back
          • Source-to-Contract
          • Spend Analysis
          • Strategic Sourcing ›
            • Strategic Sourcing
            • ‹ Back
              • MRO
              • CAPEX
              • Logistics
              • Packaging
              • IT & Telecom
              • Energy
              • Direct Materials
          • Category Management ›
            • Category Management
            • ‹ Back
              • Contract Management
              • Supplier Performance Management
              • Savings & Compliance Tracking
          • Supply Market Intelligence
          • Tail-Spend Management
          • Procurement Support Services ›
            • Procurement Support Services
            • ‹ Back
              • eSourcing
              • Supplier Performance Management
              • Savings & Compliance Tracking
              • Sourcing Support
          • Procure-to-Pay
          • Cost Recovery & Invoice Auditing
          • Accounts Payable
      • Supply Chain Outsourcing ›
        • Supply Chain Outsourcing
        • ‹ Back
          • Planning & Forecasting
          • Inventory Management
          • Logistics Management
          • Supply Chain Data Management
          • Supply Risk Management
  • Industries ›
    • Industries
    • ‹ Back
      • Automotive
      • Chemicals
      • Consumer Packaged Goods
      • Energy & Utilities
      • Financial Services
      • Government & Nonprofit
      • Industrial Manufacturing
      • Life Sciences
      • Oil & Gas
      • Private Equity
      • Retail
      • Telecommunications, Media & Technology
      • High-Tech
      • Media & Entertainment
      • Software, Social & Platforms
      • Telecom
      • Travel & Hospitality
  • Knowledge Bank ›
    • Knowledge Bank
    • ‹ Back
      • Explore by Topic ›
        • Explore by Topic
        • ‹ Back
          • Digital Transformation
          • Operations
          • Procurement
          • Software & Technology
          • Strategy & Planning
          • Sustainability
          • Inflation Strategies
      • Explore by Type ›
        • Explore by Type
        • ‹ Back
          • Insights From the Top
          • White Papers
          • Research Reports
          • Bulletins
          • Case Studies
          • Webcasts
          • Blogs
          • Podcasts
          • Glossary
      • Global Supply Chain Volatility Index
  • Company ›
    • Company
    • ‹ Back
      • Leadership
      • Customers
      • Partners
      • Sustainability at GEP
      • News
      • Events
      • Culture ›
        • Culture
        • ‹ Back
          • GEP Core Values
          • Women@GEP
          • Diversity
          • GEP Cares
      • Mission & Vision
      • Awards & Recognition
      • Contact Us
  • Global Presence ›
    • Global Presence
    • ‹ Back
      • Americas ›
        • Americas
        • ‹ Back
          • English
          • Español
          • Portugués
      • Europe ›
        • Europe
        • ‹ Back
          • English
          • Deutsch
      • Asia-Pacific ›
        • Asia-Pacific
        • ‹ Back
          • English
          • 中文
      • Middle East ›
        • Middle East
        • ‹ Back
          • English
          • العربية
  • Contact Us
  • Careers ›
    • Careers
    • ‹ Back
      • Join Us
      • GEP Per Se
      • Campus Connect
  • Language ›
    • Language
    • ‹ Back
      • English
      • Français
      • Español
      • Deutsch
      • Português
      • 简体中文
      • 日本語
  • Rapid Response from GEP
  • BLOGS
  • Strategy
  • Technology
  • MIND
Contact Us
  •  
  •  
  •  
  •  
  •  
  •  
  •  

Breadcrumb

  1. HOME
  2. BLOG
  3. TECHNOLOGY
  4. WHY YOU MUST INVEST IN SUPPLY CHAIN ANALYTICS
Blog Image

Why You Must Invest in Supply Chain Analytics

  • Supply chains generate a massive amount of data.
  • Supply chain analytics helps collect and analyze this data to generate useful insights.
  • This allows businesses to improve decision-making and optimize performance.

January 30, 2023 | Supply Chain Software Blogs

Record high inflation. Geopolitical unrest. Prolonged supply chain disruptions. And the possibility of another pandemic wave.

The current business environment is anything but certain.

What businesses need today is real-time data access and end-to-end supply chain visibility.

And when they get this data, they must interpret and analyze it and use the analysis to their advantage.

In this overview, we explore the basics of supply chain analytics, its benefits, types, data analysis, optimization techniques, and the use of AI and machine learning.

What is Supply Chain Analytics?

Supply chain analytics is the process of leveraging data to analyze and optimize the performance of a supply chain. It is a powerful tool that enables organizations to make better decisions, improve efficiency, and reduce costs.

A new GEP and Everest Group whitepaper states: Supply chain analytics brings together data from across applications, infrastructure, third-party sources, and emerging technologies.

With the right data, supply chain analytics can provide insights into the performance of a supply chain, allowing stakeholders to identify areas of improvement and potential cost savings.

Supply chain analytics involves collecting and analyzing data to identify patterns and trends that can be used to improve performance. For example, data can be used to identify areas of inefficiency, such as bottlenecks or delays in the supply chain, as well as opportunities for cost savings.

Types of Supply Chain Analytics

There are different types of supply chain analytics, each with its own advantages and disadvantages. Here are some of the most common types of supply chain analytics:

  • Descriptive Analytics: Descriptive analytics analyzes data to identify patterns and trends, such as sales trends or customer preferences.
  • Predictive Analytics: Predictive analytics uses data-driven insights to predict future outcomes and make informed decisions. This is especially useful for predicting demand and mitigating risks.
  • Prescriptive Analytics: Prescriptive analytics is the process of analyzing data to prescribe solutions. It often uses machine learning algorithms to sift through large amounts of data. It helps formulate strategies and determine a course of action.
  • Optimization Analytics: Optimization analytics is the process of analyzing data to optimize a process for improved efficiency and cost savings.

Use Cases of Supply Chain Analytics

While analytics can be used across different processes, it is particularly helpful for specific supply chain functions. Here are some of these:

  • Demand planning: Analytics can use data integrated from disparate data sources to accurately forecast demand. It can also help businesses identify changes in demand and customer buying behavior.
  • Scenario planning: Businesses can leverage supply chain analytics to determine likely scenarios and adjust plans accordingly. What if scenario planning helps respond quickly to changing market conditions and demand or supply fluctuations.
  • Inventory management: Analytics enables businesses to maintain optimum inventory by combining demand and inventory data. It can also provide advance warnings about shortages and slow-moving stock. Additionally, it can also streamline warehouse operations. For example, it can analyze historical data and help businesses store a group of items that are frequently ordered together in the same location.
  • Risk management: Businesses are increasingly using analytics to monitor potential risks and disruptions. This has become vital, given the growing uncertainty in the business environment.
  • Emissions monitoring: While measuring and reporting carbon emissions is increasingly becoming crucial, most organizations do not currently have a system in place. Analytics can address this challenge and help businesses track relevant data and metrics to report carbon emissions.

Benefits of Supply Chain Analytics

Here are some of the key benefits of supply chain analytics:

1. Improved visibility: Organizations can gain better visibility into their supply chain operations. Increased visibility can help decision-makers evaluate various business scenarios and adjust plans.

2. Cost savings: With data-based insights, organizations can identify opportunities for cost savings and make strategies to reduce costs.

3. Sound decision-making: Organizations can decode data and gain real-time insights to make informed decisions.

4. Improved efficiency: Organizations can identify areas of improvement and take corrective action. For example, organizations can use analytics to identify inefficiencies and delays in the supply chain.

5. Better collaboration: Organizations can also use analytics to improve collaboration between internal departments and external partners.

Using AI and Machine Learning for Supply Chain Analytics

To thrive amid growing uncertainty, businesses must focus on analytics and technology implementation. Advanced technologies such as AI and machine learning can be used to enhance the accuracy and efficiency of supply chain analytics.

These technologies can automate data collection, analysis, and interpretation, enabling organizations to gain insights quickly and accurately. Accurate data analysis can help organizations identify trends and patterns, spot inefficiencies, make better decisions and optimize their supply chain operations.

 

Tags: Analytics

Add Comment +

FEATURED POST

...
Inventory Management Software Blogs

Achieving Supply Chain Resilience With Total Inventory Management Solution

...
Supply Chain Strategy Blogs

Lithium-ion vs. Sodium-ion Battery: Which Is a Better Alternative?

...
Supply Chain Strategy Blogs

3 Best Practices to Tackle Inflation in Supply Chain Network Design

    BLOG CATEGORIES

  • Procurement Software Blogs
  • Supply Chain Software Blogs
  • Inventory Management Software Blogs
  • Accounts Payable Blogs
  • Source to Pay Blogs
  • Contract Management Blogs
  • Mobile and Cloud Blogs
  • Operations Blogs
  • Spend Analysis Blogs
  • Spend Management Blogs
  • Purchasing Blogs
  • Supplier Management Technology Blogs
  • Sourcing Technology Blogs
  • Procure to Pay Blogs

TAGS

sustainability
Procurement Software
supply chain strategy
Inflation
Russia-Ukraine War

By checking the box below, you consent to GEP using your personal information to send you thought leadership content – such as white papers, research reports, case studies – and other communications. GEP representatives may contact you to provide additional information or answer questions.

If at any point in time you decide to withdraw your consent, you may unsubscribe by emailing your request to us at privacy@gep.com.

Please refer to the GEP Privacy Statement to understand how we manage and protect your personal information.

Terms of Use | Privacy Statement

Contact Us

Ask Us

Send us your question(s)

RFP

Request for a business proposal

Feedback

Share your thoughts, comments and suggestions

Demo

Schedule a live demo of our software

Discover
STRATEGY
Strategy
  •   Procurement Consulting
  •   Digital Procurement Transformation
  •   Strategic Cost Management
  •   Opportunity Assessment
  •   Supply Chain Risk Management
  •   Supply Chain Consulting
  •   Supply Chain Strategy
  •   Supply Chain Diagnostics
  •   Inventory Optimization
  •   Procurement Transformation
  •   Sustainability and ESG Consulting
SOFTWARE
Software
  •   Procurement Software
  •   Supply Chain Software
  •   Source-to-Contract
  •   Procure-to-Pay
  •   Supply Chain Planning
  •   Supply Chain Collaboration
  •   Supply Chain Visibility & Execution
  •   Supply Chain Control Tower
  •   Should-Cost Modeling
  •   Inventory & Warehouse Management Software
  •   Source-To-Pay Software
  •   Midsize & High Growth Enterprises
MANAGED SERVICES
Managed Services
  •   Procurement Outsourcing
  •   Strategic Sourcing
  •   Tail-Spend Management
  •   Category Management
  •   Procurement Support Services
  •   Supply Chain Outsourcing
  •   Supply Chain Planning & Forecasting
  •   Inventory Management
  •   Logistics Management
COMPANY
Company
  •   About Us
  •   Leadership
  •   Customers
  •   Sustainability at GEP
  •   Careers
  •   News
  •   Awards
  •   Partners
  •   Contact Us

Fresh Insights, Now on Your Phone

  • Dowmload On The App Store Button
Stay Connected
  •  
  •  
  •  
  •  

Latest Tweets

© Copyright GEP 2023. All rights reserved. Terms of Use | Privacy Statement | Cookie Policy |   | Quality Policy | GEP Logo