See Hitachi, Dropbox and more reimagine their optimization systems.
Use cases that represent the optimization applications from our customers.
Get the support you need with our expert teams and partners.
Bring more to your applications with our partnered products.
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.
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.
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.
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.
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.
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.
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.
Over 25 Fortune 500 companies in energy, finance, supply chain, manufacturing and more use AMPL
Over 40 integrations and partners from solvers, to data integration, language ecosystem APIs, modern deployment, consulting, and DecisionOps for a modern optimization integrated system
Generated annual revenue using AMPL and enhanced solver interfaces
problem-solving achieved by select companies optimizing their models with AMPL and top solvers.
Thousands of companies rely on AMPL to optimize their most critical decisions. Let’s build the right foundation for yours.
Global investment firms use AMPL to optimize multi-billion-dollar portfolios, balancing risk and return across hundreds of assets, reducing volatility while increasing returns.
Energy-focused hedge funds leveraged AMPL to optimize electricity and gas trading, dynamically adjusting buy/sell strategies based on market forecasts, saving millions in risk exposure.
Top-tier banks implement AMPL-driven optimization models to detect anomalies in transaction data, reducing false positives in fraud detection and minimizing compliance risks.
A multinational retailer uses AMPL to optimize warehouse stock levels across thousands of locations, cutting excess inventory while preventing stockouts.
A leading e-commerce company reduced delivery times by 30% using AMPL-based real-time route optimization, lowering fuel costs and improving on-time delivery rates.
Major auto manufacturers optimized its multi-modal shipping logistics with AMPL, reducing transport costs while ensuring just-in-time production schedules.
Power utility companies use AMPL to optimize grid operations, reducing outages and integrating renewable energy sources more efficiently, saving millions in operational costs.
A global oil company applies AMPL-driven optimization to predict and adjust crude oil trading strategies, improving profitability while ensuring compliance with market regulations.
A renewable energy provider optimizes the mix of wind, solar, and battery storage, maximizing efficiency and reducing curtailment with AMPL-powered decision models.
A space exploration company used AMPL to optimize payload distribution in rockets, ensuring fuel efficiency while maximizing scientific equipment capacity for missions.
A global airline optimizes pilot and crew scheduling with AMPL, reducing crew downtime while ensuring regulatory compliance and cost efficiency.
A defense contractor optimized personnel and equipment deployments using AMPL, balancing mission readiness with cost constraints for large-scale global operations.
A major coffee brand optimizes its bean blending process using AMPL, ensuring a consistent taste profile while managing fluctuations in supply chain costs.
An auto manufacturer reduces downtime and increases factory throughput using AMPL-driven scheduling models for machine and worker assignments.
A global consumer goods firm uses AMPL to optimize supplier contracts and raw material sourcing, balancing cost, quality, and sustainability targets.
A leading ad-tech company optimized creative asset placement, dynamically adjusting ad designs and placements to maximize engagement and reduce cost-per-click.
A cloud security and CDN provider optimizes real-time routing of web traffic, mitigating DDoS attacks and improving load balancing across its global network.
A technology consultancy optimized predictive models for an industrial mining giant, reducing supply chain disruptions and improving operational efficiency in high-risk environments.
A ride-sharing company leveraged AMPL to dynamically allocate drivers, reducing customer wait times and increasing driver earnings.
A metropolitan transit authority used AMPL to optimize train scheduling, balancing peak-hour passenger loads and maintenance windows to improve efficiency.
A major city optimized EV charging station locations using AMPL, ensuring accessibility while minimizing grid strain and deployment costs.
*Logos represent AMPL customers within the industry category, and not necessarily the customer featured in mentioned use cases.
Industry insights, trends, and reports to keep you on the modern side of optimization technology.
AMPL seamlessly integrates with Python, offering a solver-agnostic, scalable, and modular approach that allows users to model real-world constraints without performance bottlenecks.
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.
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.
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.
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.
Invest in cutting-edge optimization with AMPL. Explore scalable licensing options designed for enterprises and industry leaders seeking powerful decision-support solutions.
Speak to our team for tailored solutions and custom pricing for your business.