AIMMS Integrations

Microsoft Excel is the world’s most versatile data analysis and visualization platform, designed to help you make smarter decisions with clarity and precision. Whether you’re a student, entrepreneur, analyst, or enterprise professional, Excel enables you to transform raw numbers into actionable insights. Its powerful combination of formulas, charts, and PivotTables provides everything needed for modeling, tracking, and reporting. The introduction of Microsoft Copilot elevates Excel into an AI-driven assistant that can generate formulas, summarize data sets, and explain calculations in plain language. For more advanced users, Python in Excel opens up new horizons for data science and predictive analytics, all within a familiar spreadsheet interface. With cloud-based collaboration and version control, teams can coedit, share, and review data securely across devices. Excel’s integration with Word, PowerPoint, and Power BI makes it an essential hub for business intelligence and cross-functional workflows. Security features like Microsoft Defender and ransomware protection ensure your files remain safe from threats while maintaining compliance. Available across desktop, web, and mobile, Excel provides a unified experience wherever you work. For over three decades, Excel has empowered millions to calculate, visualize, and communicate with confidence—now reimagined with the power of AI.

Artelys Knitro is recognized as an exceptional solver specifically designed for complex nonlinear optimization problems, offering a wide range of advanced algorithms and features to address challenging issues across various industries. The solver includes four state-of-the-art algorithms: two interior-point/barrier methods and two active-set/sequential quadratic programming methods, ensuring effective and dependable solutions to a multitude of optimization challenges. In addition, Knitro encompasses three unique algorithms focused on mixed-integer nonlinear programming, which employ heuristics, cutting planes, and branching strategies to effectively handle discrete variables. A key highlight of the solver is its parallel multi-start functionality, which aids in achieving global optimization, alongside automated and parallel tuning of options that optimize performance. Intelligent initialization techniques are also integrated, enabling prompt detection of infeasibility in complex scenarios. Knitro's versatility is further enhanced by its compatibility with various interfaces, including object-oriented APIs for popular programming languages such as C++, C#, Java, and Python, making it readily accessible for developers. In essence, the development of Knitro underscores a dedication to delivering robust solutions tailored to the intricacies of contemporary optimization challenges, while constantly evolving to meet the demands of its users.