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Use cases that represent the optimization applications from our customers.

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Executive Overview

Optimization is a strategic advantage, not just a technical tool.

From industry-specific applications to expert consulting and training, AMPL delivers the solutions you need to build, refine, and scale your optimization models. Whether you’re a modeler, developer, or data analyst, we help you maximize performance at every stage.

The Opportunity of Optimization

Uncover hidden value, outperform competitors, adapt faster, and future-proof operations

Data is everywhere, but turning insights into action at scale is harder than ever. In a world of complexity, inefficiency, and rising costs, businesses that leverage optimization gain a decisive edge—automating decision-making, maximizing resources, and uncovering millions in hidden value.

The world’s leading companies use optimization to streamline operations, reduce waste, and drive profitability across industries—from finance and supply chain to energy and AI-driven analytics. Those who adopt optimization outperform competitors, adapt faster to market shifts, and future-proof their operations with smarter, data-driven strategies.

Why AMPL?

The Optimization Engine Powering Critical Business Decisions

For over 20 years, AMPL has been the trusted foundation for mission-critical optimization, helping businesses make smarter, faster, and more profitable decisions. While the industry evolves in complexity, tools and standards, AMPL remains a constant force—adapting to modern data ecosystems, solver advancements, and deployment strategies. We focus on what we do best—optimization modeling—while seamlessly integrating with the best-in-class tools for data, computation, and decision intelligence. With AMPL, businesses stay ahead, future-proofing their decision-making for the next decade and beyond.

Executive Overview

Purpose-Built for Optimization—And Nothing Else

Unlike general-purpose tools, AMPL is designed exclusively for optimization modeling, enabling businesses to solve high-value, high-complexity problems with unmatched accuracy and efficiency. Instead of forcing a single ecosystem, we integrate seamlessly with data pipelines, solvers, and deployment frameworks, ensuring that every part of your decision process runs at peak performance.

Executive Overview

Built for Growth & Enterprise Scalability

AMPL scales from proof-of-concept to enterprise-wide deployment. Whether you’re optimizing logistics, energy grids, financial portfolios, or AI-driven operations, AMPL handles growing complexity without compromising speed or reliability.

Executive Overview

Modular & Future-Proof

We are solver-agnostic, data-agnostic, and deployment-agnostic—the only constant is our industry-leading modeling language. AMPL integrates with any data source, any solver, and any deployment method, giving businesses the freedom to evolve without vendor lock-in. With a 25-year track record of innovation, AMPL is built to adapt, endure, and keep delivering results.

Executive Overview

Accelerated Decisions, Faster ROI—With Expert Support

Companies using AMPL routinely achieve 10x, 30x, or greater speed improvements, turning hours-long computations into actionable insights in minutes or seconds. But speed isn’t just about the software—our expert team helps businesses get up and running faster through technical support and consulting services, ensuring they extract maximum value from AMPL. Our team works alongside yours to drive faster decision-making and measurable ROI.

Industry-Specific Solutions

Thousands of companies rely on AMPL to optimize their most critical decisions. Let’s build the right foundation for yours.

*Logos represent AMPL customers within the industry category, and not necessarily the customer featured in mentioned use cases.

Recommended Resources

Industry insights, trends, and reports to keep you on the modern side of optimization technology.

AMPL: A Specialized Optimization Language - with Python Integration - Built for Industry, Businesses, and Complex Tasks

AMPL seamlessly integrates with Python, offering a solver-agnostic, scalable, and modular approach that allows users to model real-world constraints without performance bottlenecks.

Top Ways AMPL is Reducing the Skill Gap in Today's Optimization Landscape

In the rapidly evolving field of optimization, bridging the skill gap between novice users and seasoned experts has become crucial. AMPL is at the forefront of this transformation, making optimization more accessible and intuitive for a broader audience.

What is Optimization?

Every business makes decisions—but not every business makes them optimally. Optimization is the difference between guessing and knowing, between wasting resources and maximizing efficiency. It’s about finding the best possible solution to complex challenges—faster, smarter, and with real-world constraints in mind.

About AMPL's Core Product

AMPL empowers executives and industry leaders with a powerful optimization modeling platform. Accelerate strategic decision-making, optimize operations, and gain a competitive edge with scalable, solver-agnostic technology.

Consulting and Training for Teams

Leverage AMPL’s expertise to drive business transformation. Our consulting and training services help executives optimize operations, streamline decision-making, and implement advanced mathematical modeling at scale.

Custom plans for your unique needs

Invest in cutting-edge optimization with AMPL. Explore scalable licensing options designed for enterprises and industry leaders seeking powerful decision-support solutions.

Get customised recommendations and pricing

Speak to our team for tailored solutions and custom pricing for your business.