AMPL Tools

Essential tools, integrations, and solutions shaping the future of optimization

Learn how to build large-scale applications independently with optimization tools, or partner with us on consulting projects for complete, deliverable results.

Industry Optimization Tools

Finance Tools

Build or collaborate on powerful optimization models for portfolio management, asset allocation, risk mitigation, capital planning, and more. Access robust modeling tools and integrations designed for financial precision, scalability, and performance.

Industry Optimization Tools

Energy Tools

Develop or co-create energy optimization applications—from generation and grid dispatch to market bidding and capacity planning. AMPL provides high-performance tools and integrations for today’s complex, data-driven energy systems.

Industry Optimization Tools

Supply Chain Tools

Design your own end-to-end supply chain models or partner with us to optimize sourcing, production, distribution, and inventory. Use AMPL to model real-world constraints with speed and clarity across your entire value chain.

Industry Optimization Tools

Transportation Tools

Create or collaborate on models that solve critical challenges in airline routing, crew scheduling, fleet planning, and disruption recovery. Leverage AMPL’s solver-agnostic platform and integrations to deliver resilient, real-time-ready airline optimization solutions.

Industry Optimization Tools

Scheduling Tools

Optimize complex scheduling problems—across manufacturing, workforce management, project planning, and more. Use AMPL’s intuitive modeling tools and advanced solver integrations to tackle large-scale, constraint-heavy scheduling tasks.

Professional Optimization Tools

Optimization Tools

Access foundational tools for linear, mixed-integer, and quadratic programming, among others. Whether you’re building academic models or enterprise-scale applications, AMPL gives you everything needed to construct, test, and scale optimization models efficiently.

Recommended Resources

Models on Google Colab

Explore ready-to-run transportation optimization models on Colab to accelerate learning and prototyping.

Streamlit Apps

This app models a realistic trainee scheduling problem with classroom limits, language and seniority constraints, and ranked preferences—using PBS-style secondary objectives for efficient handling of seniority rules.

MP Modeling Guide

Learn how to use the AMPL MP library to create flexible, solver-agnostic optimization models that work seamlessly with AMPL solvers.

Python & AMPL for Modern Optimization – amplpy

Integrate AMPL seamlessly with Python using amplpy for flexible, high-performance modeling.

Consulting Plans – Let’s Build Together

Partner with our team to design and deliver tailored optimization solutions for your challenges.

Technical Support Plans

Get expert help when you need it with support plans designed to keep your models running smoothly.

Ready to get started?

Access a complete optimization application building platform with simple pricing, or work with our team to design a custom tool specifically for your business needs.

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Customized Demos and Tutorials

Get in touch to book a time for us to talk about your specific needs, and demo real solutions.

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See our customers

From startups to Fortune 500s, explore how industry-leading companies use AMPL to optimize complex problems.