Global supply chains demand precision, resilience, and efficiency in a rapidly evolving landscape. With AMPL, you can build powerful optimization models to streamline logistics, minimize costs, maximize service levels, and adapt to disruptions – on a flexible platform, purpose-built for optimization, and trusted by industry leaders.
Leading supply chain organizations know that success depends on efficiency, resilience, and adaptability. By integrating optimization into their operations, you can reduce costs, improve service levels, and mitigate disruptions in a complex global landscape.
Modern supply chains span vast networks, from raw material sourcing to last-mile delivery. Every decision—routing shipments, allocating inventory, optimizing production—carries cost and service implications. Without robust optimization, companies struggle to adapt to fluctuating demand, capacity constraints, and geopolitical disruptions, leading to inefficiencies and lost revenue.
From dynamic routing and fleet management to inventory balancing and demand forecasting, the right optimization tools ensure seamless supply chain execution. AMPL enables organizations to integrate with existing data systems, automate complex workflows, and make data-driven decisions—no matter how volatile the global market.
AMPL drives some of the most advanced optimization models in supply chain management, empowering organizations to make data-driven decisions with speed and precision. From demand forecasting and production planning to transportation logistics and inventory optimization, AMPL delivers the flexibility, scalability, and solver-agnostic approach needed to solve real-world supply chain challenges.
1B+ Variables
Handle billions of decision variables – AMPL scales effortlessly for large, complex financial models, from multi-asset portfolio optimization to real-time trading strategies.
20+ Integrations
20+ integrations and APIs – Seamlessly connect with Python, financial data pipelines, and trading platforms to integrate with your existing workflows.
10x Faster
Up to 10x faster model development – Accelerate the process of building, testing, and deploying financial optimization models with AMPL’s intuitive syntax and solver flexibility.
40+ Industries
Proven impact across financial operations – Trusted by leading institutions for portfolio risk management, asset allocation, derivatives pricing, and minimizing tracking errors.
The AMPL model prioritized real-world constraints for optimal decision-making.
The chosen solver performs separate optimizations for each item.
Supply Chain Management with Zara
Zara, a global leader in fast fashion, leverages AMPL to optimize its supply chain and maintain its competitive edge. By integrating advanced mathematical optimization, Zara efficiently manages inventory distribution, production scheduling, and rapid replenishment across thousands of stores worldwide. This data-driven approach enables the company to respond quickly to shifting fashion trends, minimize stockouts and overproduction, and ensure products reach the right locations at the right time—enhancing both profitability and customer satisfaction.
With AMPL, supply chain leaders can enhance logistics planning, inventory management, and operational resilience on a single, flexible optimization platform. Model complex supply networks, optimize transportation routes, streamline distribution, and mitigate disruptions—all with industry-leading speed and reliability.
Used by shipping companies, airlines, and freight operators to optimize cargo movement across air, sea, rail, and road networks. Traditional tools struggle with routing constraints, fluctuating demand, and real-time disruptions.
AMPL powers precise logistics planning, enabling companies to optimize fleet utilization, minimize transit costs, and adapt dynamically to supply chain bottlenecks and delays.
Used by manufacturers, retailers, and distributors to balance inventory levels across multi-echelon supply chains. Conventional systems fall short when managing dynamic demand shifts, supplier constraints, and perishability factors.
AMPL enables real-time inventory adjustments, reducing stockouts and excess holding costs while ensuring just-in-time delivery to meet customer demand efficiently.
Used by industrial manufacturers and large-scale production facilities to optimize factory schedules and resource utilization. Legacy approaches struggle with capacity constraints, lead time variability, and energy efficiency considerations.
AMPL facilitates seamless production planning, ensuring optimal resource allocation, reducing downtime, and synchronizing supply chain components for higher efficiency and throughput.
Used by global enterprises and critical infrastructure providers to maintain operational resilience during supply chain disruptions. Standard risk models lack the agility to reoptimize in real-time amid geopolitical events, natural disasters, or supplier failures.
AMPL delivers fast and adaptive optimization, allowing businesses to reroute shipments, reallocate resources, and minimize losses in response to unexpected challenges.
From high-performance solvers and cloud platforms to ERP systems and logistics networks, AMPL connects with industry-leading tools to enable faster decision-making and scalable optimization in complex supply chain operations.
If you’re working on complex optimization models and need specialized AMPL expertise, our consulting and support teams are here to help. We offer tailored solutions to ensure you get the most out of AMPL.
Get in touch to see AMPL’s supply chain optimization capabilities in action, plus tailored solutions and pricing for your business.
Learn how AMPL can help you solve your specific challenges – book a demo or discovery call with our experts.