Join thousands of industry-leading companies that use AMPL’s integrated ecosystem – combining powerful modeling, enhanced solver interfaces, and seamless system integrations – to build and deploy optimization applications. Backed by expert support and consulting, AMPL delivers more optimized and profitable business outcomes.
Join thousands of industry-leading companies that use AMPL’s integrated ecosystem – combining powerful modeling, solver partnerships, and seamless system integrations – to build and deploy optimization applications. Backed by expert support and consulting, AMPL delivers more optimized and profitable business outcomes.
A fully integrated system of optimization products
Reduce costs, conserve resources, and run your operations more efficiently through a fully integrated platform. Use AMPL to handle all of your optimization application building needs, manage licenses and support in one spot, and launch new optimization models.
Model intuitively, optimize effortlessly
AMPL’s natural syntax lets you express complex optimization problems just as you envision them. Seamlessly adapt to changing data or solvers, maintaining lightning-fast performance even with models of immense scale. Go from prototype to production with ease, leveraging AMPL’s robust APIs and streamlined deployment capabilities.
See also
Experience the difference for large-scale optimization
Natural mathematical modeling syntax with natural python integration. Our new Python ecosystem allows you to collaborate, ideate, and prototype to build full optimization applications and deploy them to your larger systems.
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Integrate with amplpy
Our amplpy interface allows developers to access the features of AMPL from within Python.
Collaborate and model online
Use Jupyter Notebooks on platforms like Google Colab, Kaggle, Gradient, and AWS SageMaker. You can also easily communicate results with your teams through Streamlit.
AMPL's Solvers Ecosystem
The flexibility to choose and switch solvers as you want
AMPL empowers you with unparalleled solver flexibility. Seamlessly switch between 14 fully supported commercial solvers and 6 maintained open-source options – all without modifying your model. AMPL’s unique pre-solve routines work in harmony with each solver’s advanced algorithms, accelerating your path to optimal solutions.
See also
AMPL MP allows seamless integration and peak performance with leading commercial solvers. Our dedicated team of experts maintains compatibility, optimization, and continuous updates, empowering you to tackle the most demanding optimization problems with ease and confidence.
Deployment, Collaboration & Real-Time Decisions
Seamlessly Integrate, Deploy, and Make Decisions in Real-Time
AMPL empowers you to not only build powerful optimization models but also seamlessly integrate them into your existing infrastructure and decision-making processes. Whether you’re deploying on cloud platforms like AWS, Azure, and Google Cloud, leveraging containerization with Docker, or building custom real-time decision systems, AMPL provides the flexibility and tools you need.
Enhance your capabilities with advanced DecisionOps solutions.
Allow stakeholders and developers to communicate complex models.
AMPL Scales to Your Needs and Handles Any Optimization Challenge
AMPL empowers you to optimize across industries, applications, and scales. Whether you’re a small business streamlining operations or a global enterprise tackling complex challenges, AMPL has the flexibility and power to meet your needs.
Industries
Energy, finance, transportation, supply chain, manufacturing, healthcare and many more.
Applications
Linear Programming, Nonlinear Programming, Mixed-Integer Programming, Network Optimization, Scheduling, and more.
Scalability
Millions of variables & constraints, parellel computing, and cloud deployment.
Support
World-class technical support, comprehensive resources and documentation, training and consulting.
Drive Agility and Innovation Across Your Enterprise
AMPL empowers you to not only solve complex optimization challenges but also accelerate innovation, streamline operations, and unlock new business opportunities. Upgrade your existing decision-making processes, expand into new markets with confidence, and optimize every facet of your operations. Our team of optimization experts and certified partners are ready to guide you through seamless integration and ensure you achieve rapid value with AMPL.
Customer companies utilizing the solution
Serving hundreds of individual users across the power grid management sector
Over 1 million accounts managed with thousands of variables and constraints.
balanced workloads and prioritizing high-potential accounts for maximum sales impact.
AMPL Modeling System
Commercial Solvers
efficient utilization of space on packing racks, minimizing wasted resources and reducing truck requirements
The automated process generates packing plans quickly, ensuring on-time deliveries and maintaining plant freshness.
AMPL Modeling System
Solvers
The AMPL model prioritized real-world constraints for optimal decision-making.
The chosen solver performs separate optimizations for each item.
AMPL Modeling Language
Commercial Solvers
Take your PoC’s and stakeholder buy-in farther, faster
AMPL empowers you to rapidly prototype large-scale optimization models, seamlessly test a variety of solvers, and leverage the full power of the Python ecosystem – all before committing to a production license.
Experiment with AMPL's intuitive syntax and powerful features to create models that accurately reflect your real-world problems, regardless of their size or complexity.
Explore the performance of both commercial and open-source solvers on your specific models, ensuring you choose the optimal solution for your needs.
Leverage the flexibility and rich ecosystem of Python to streamline your development workflow, create custom visualizations, and integrate with your existing data pipelines.
Build compelling proof-of-concepts that showcase the value of optimization to stakeholders, enabling you to secure buy-in for production implementation.
Streamline optimization development with a unified modeling platform
We handle the complexities of solver integration, data connectivity, and deployment so you can focus on building innovative solutions and delivering real business value.
Easily work with AMPL models and commands directly from your preferred programming language, and effortlessly exchange data and results. Our APIs give you the flexibility and power you need.
Comprehensive resources to help you master AMPL, from installation to advanced modeling techniques.
Discover libraries and sample models that demonstrate AMPL’s capabilities and help you get started quickly.
Get support from the AMPL team and connect with other users through forums and webinars.
Stay up-to-date with the latest AMPL releases and try out all features with a free license.
Low- and No-Modeling experience options for getting started
If you’d like to use AMPL and our suite of products for your business but don’t have an OR background, or modelers on staff – no problem. We have options depending on your needs.
Jumpstart your optimization journey with our AI-driven tools that help generate initial models, saving you time and effort.
Explore a vast collection of free optimization models on Google Colab, complete with Jupyter notebooks for easy learning and experimentation.
Dive into our free online books designed to demystify optimization. Learn the fundamentals of modeling or get hands-on with our Python + AMPL optimization guide.
Our brief consulting service provides comprehensive model accuracy checks, validation, and improvements.
Our comprehensive onboarding services ensure a smooth transition and solid foundation for new users.
Join our community of AMPL users and experts to ask questions, share ideas, and get the support you need.
Create an account to get started or contact us to design a custom package for your business.
AMPL helps you build a customized license with modeling tools, solvers, integrations, and varying levels of support so you pay for exactly what you need.
Visit our documentation site with examples and support for data connectors, APIs, AMPL plugins, and features.
