This site uses cookies to improve your experience. To help us insure we adhere to various privacy regulations, please select your country/region of residence. If you do not select a country, we will assume you are from the United States. Select your Cookie Settings or view our Privacy Policy and Terms of Use.
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Used for the proper function of the website
Used for monitoring website traffic and interactions
Cookie Settings
Cookies and similar technologies are used on this website for proper function of the website, for tracking performance analytics and for marketing purposes. We and some of our third-party providers may use cookie data for various purposes. Please review the cookie settings below and choose your preference.
Strictly Necessary: Used for the proper function of the website
Performance/Analytics: Used for monitoring website traffic and interactions
MODEL #1 An agent-based model (ABM) within a Metaprise framework offers several advantages over an equation-based intake and orchestration model in procurement: 1. Handling Complexity and Adaptability: Agent-Based Model (ABM): ABMs simulate interactions of autonomous agents, capturing individual behaviors and their effects on the system. This approach effectively models complex, adaptive systems where agents learn and evolve over time.
We have seen the cognitive biases that make change difficult and attempts to implement it unsuccessful. We have not, however, dwelt long on how people react to change and how change management can ease the stress many experience during times of change. Let’s look at that now … This content is for members only. Visit the site and log in/register to read.
In an ideal world, every shipment moves seamlessly, capacity is easy to find, every mode runs on time, and there are no disruptions. But we dont live in an ideal world.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
The Office of the USTR held two days of public meetings to explore remedies intended to penalize ocean carriers that use Chinese-built ships and revive commercial shipbuilding in the U.S.
The acquisition will not impact operations for the Panama-based railroad, per a spokesperson.
73
73
Sign up to get articles personalized to your interests!
Purchasing & Procurement Zone brings together the best content for professionals in the purchasing and procurement field from the widest variety of thought leaders.
AI in Customer Experience: Technology That Helps Not Hurts Ever ordered something that looked perfect online only to realize it wasnt quite what you imagined once it arrived? Returning it should be simple, right? But lets be real sometimes it feels like you’re jumping through hoops. Slow replies, confusing rules, and clunky systems can test anyones patience and that frustration sticks to the brand, but we have a solution: AI in Customer Experience.
In addition to the lapses in required approvals, the audit found that Panama Ports used a series of tax-exempt subcontractors to lower the amount it pays to the government.
1999 – I introduced the Metaprise model (RAM) 2007 – In Dangerous Supply Chain Myths (Part7) , I write about the Metaprise in greater detail, including the results of its implementation in a production environment (Department of National Defence). 2025 -(1) Why is a Metaprise superior to an Intake and Orchestrationmodel? , (2) Why is an agent-based model within a metaprise framework better for procurement than an equation-based Intake and orchestrationmodel?
Retailers know the clock is ticking–legacy SAP Commerce support ends in 2026. Legacy platforms are becoming a liability burdened by complexity, rigidity, and mounting operational costs. But modernization isn’t just about swapping out systems, it’s about preparing for a future shaped by real-time interactions, AI powered buying assistants, and flexible commerce architecture.
Integrating an equation-based intake and orchestration model with an agent-based Metaprise framework involves creating a cohesive system that leverages the structured efficiency of equation-based processes alongside the adaptive intelligence of agent-based models. This integration aims to enhance procurement operations by combining standardized workflows with dynamic, real-time decision-making capabilities.
The race to dominate AI is no longer about who has the smartest algorithms — it's about who can build and scale faster. Behind every AI breakthrough lies a battle for resources: data centers, compute hardware, power, and telecom infrastructure. And right now, even tech giants are hitting a wall. Our latest white paper reveals the six critical supply chain elements that are increasingly separating AI leaders from the rest.
According to the World Trade Organization, Cambodia exported nearly $10 billion worth of goods to the U.S. in 2024, accounting for roughly 38% of its total exports.
Connor Lokar, senior forecaster at ITR Economics, weighs the prospects of a recession resulting from the Trump administrations latest round of tariffs as well as the probability of a Great Depression occurring in the next decade.
52
52
Input your email to sign up, or if you already have an account, log in here!
Enter your email address to reset your password. A temporary password will be e‑mailed to you.
We organize all of the trending information in your field so you don't have to. Join 69,000+ users and stay up to date on the latest articles your peers are reading.
You know about us, now we want to get to know you!
Let's personalize your content
Let's get even more personalized
We recognize your account from another site in our network, please click 'Send Email' below to continue with verifying your account and setting a password.
81 
Let's personalize your content