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Drive smarter spend strategies with AI
The Total Spend Management Annual Benchmark Report
- Source-to-contract
-
Category Strategy
Scale planning across teams -
Sourcing
Get confident decisions faster -
Sourcing Optimization
Unlock maximum efficiency -
Contract Lifecycle Management
Take control end-to-end -
Supplier Information &
Risk Management
Manage risk across suppliers
- Procure-to-Order
-
Intake & Orchestration
Turn requests into action -
Procurement
Buy smarter, spend better -
Services Procurement
Gain visibility and control -
Inventory Management
Manage stock with precision -
Spend Analysis
Get insights you can act on
- Invoice-to-Pay
-
AP Automation
Optimize processes with full visibility -
Expense Management
Automate expense workflows -
Payments
Streamline, secure, and track -
Treasury Management
Optimize liquidity -
Fraud Protection
Detect and prevent
- Direct Spend Management
-
Direct Spend Management
Control spend to drive outcomes -
Direct Material Sourcing Solutions
Connect to strategy, BOMs, and contracts. -
Supply Chain Optimization
Optimize your supply chain for cost, service, and resilience -
Supply Chain Collaboration
Improve alignment across teams
-
Coupa AI Overview
Real AI for real business outcomes -
AI Use Case Library
See how AI drives results -
Coupa Compose
Intelligence on one platform
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Coupa Supply Chain Optimization
Discover how Coupa can optimize your supply chain for an ever-evolving environment.
Outmaneuver disruptions, confidently balance tradeoffs, and multiply margins in your physical supply chain with Coupa’s AI-driven optimization platform — Supply Chain Optimization (formerly Supply Chain Design & Planning, formerly LLamasoft)

Key benefits of Supply Chain Optimization
- Run limitless scenarios and reach the best outcomes with a digital model of your supply chain
- Share, visualize, and collaborate on models to speed up decision-making
- Build models using industry templates
- Quickly run scenarios with business use case apps to make intelligent decisions faster
- Use AI to optimize your network and prepare for disruption
- Make confident decisions faster.
Supply Chain Optimization Products
Supply Chain Modeler - Build a comprehensive digital replica of your supply chain and run unlimited scenarios to balance tradeoffs
Demand Modeler - Increase the efficiency and accuracy of your demand modeling, forecasting, and planning
App Studio - Use templates and a library of AI engines to start quickly — or create apps from scratch
AI Prescriptions - Automatically surface opportunities for node skipping, mode switching, and volume consolidation
FAQ
What is a digital replica or twin?
A digital twin is a digitized or virtual replication of a physical supply chain. It combines different technologies like cloud computing, AI, advanced analytics, simulation visualization, and more to enable companies to understand the many complex internal and external parts of their supply chains. With the ability to recreate a real supply chain in a virtual world, companies can test scenarios, model different nodes, modes, flows, and policies to make informed decisions and create a plan to avoid disruptions in their network operations.
Who needs Supply Chain Optimization software?
Any company with a physical supply chain can benefit from supply chain optimization software. Some of the most common industries that use the technology include food and beverage, retail, energy, manufacturing, and technology, among others.
Most importantly, a digital twin is crucial in building a more resilient supply chain in today’s unpredictable market. Until recently, most supply chain design and planning efforts used a certain set of assumptions around stability, rationality, and availability of supply. However, there are now many factors — like climate change, geo-political conflicts, and fast-changing consumer preferences — that make it crucial to routinely test varying scenarios in a supply chain. By doing so, companies can create contingency plans based on data, not assumptions. Supply chain optimization software helps shorten the time it takes for companies to go from question to answer in a rapidly changing world.



