FEATURED ARTICLE

Context is Key: Why Data Built for Humans Fall Short for Agents

Agentic AI fails when data lacks context. Learn why semantic, temporal, operational, and policy context are essential for reliable AI agents at scale.

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LATEST NEWS

The INFORMS community was deeply saddened to learn of Aaron Burciaga’s passing in March 2026. Aaron was a long-time friend of this community, one of its strongest supporters, and one of those rare people whose service left an imprint on both the profession and the people in it.

INFORMS announces the next cohort of Senior Members. INFORMS members can earn the Senior Member distinction by being the most committed members of our community – the ones who get involved, contribute and engage. The base requirement for becoming a Senior Member is simply being a Regular INFORMS member for five (or more) continuous years.

The U.S. is experiencing its largest measles outbreak in more than three decades, with over 1,650 confirmed cases across 42 jurisdictions as of November 2025, nearly eight times the annual average of 200 cases seen from 2000 to 2024. This surge represents not just a public health crisis but also a compelling case study in how analytics can provide critical infrastructure for real-time decision-making in healthcare emergencies.

Margaret L. Brandeau, Coleman F. Fung Professor of Engineering and Professor of Health Policy at Stanford University, gave the opening plenary at the 2025 INFORMS Annual Meeting in Atlanta. Brandeau addressed one of the most pressing challenges in American society: how operations research can inform policy decisions tackling intertwined social crises – from the opioid epidemic and homelessness to criminal justice reform and healthcare inequity. The plenary set a reflective, purpose-driven tone for the conference, reminding attendees that OR/MS is not just about optimization algorithms, but about optimizing lives and communities.

FEATURED ARTICLE

Optimization, the Quantum Approach

The strange rules of quantum physics are exactly what make quantum computing, and quantum optimization, so powerful. They turn the weirdness of nature into a new way to solve problems faster than ever before. Let’s break it down from the beginning.

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SPONSORED CONTENT from Gurobi

Optimization, the Quantum Approach

The strange rules of quantum physics are exactly what make quantum computing, and quantum optimization, so powerful. They turn the weirdness of nature into a new way to solve problems faster than ever before. Let’s break it down from the beginning.

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What's Your StORy?

Natalia Summerville

It’s not about building something technically impressive. It’s about solving what people actually need.

—Natalia Summerville, Memorial Sloan Kettering Cancer Center

Click here to watch the full video interview.

FEATURED ARTICLE

Lessons from a Long-Term Strategic Partnership

Based on years of collaboration, this article highlights the strategic partnership between Organización Corona, a Colombian multinational specializing in home improvement, and the Data Analytics and Strategic Business Intelligence program at Long Island University (LIU).

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SPONSORED CONTENT from INFORMS

From data to devotion: The analytics of customer loyalty

2019 Franz Edelman Award Finalists: Boston Public Schools

In this episode, we’re diving into something every one of us experiences – but may not always think about strategically: customer relationships. Why do we stay loyal to some brands and leave others after one frustrating interaction? How are analytics and AI helping companies predict churn, personalize experiences, and build trust in a world where customers have more power than ever before?

Helping tackle these questions is Ankit Agrawal, whose work sits at the intersection of analytics, customer experience, and business strategy. We’ll talk about what companies are getting wrong about loyalty, how CRM has evolved, and why the future of customer relationships may depend as much on empathy as it does on algorithms.

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What's Your StORy?

Cassandra McZeal

“By going to an INFORMS conference, you get to learn something that you didn’t even know you wanted to know. You get tons of ideas and the opportunity to chat with other people, like how others are handling certain things at their companies. It’s also exciting to see the humanitarian-based work from the students. It’s so nice to see young people take a technical still and be able to improve the world.”

Cassandra McZeal, Modeling, Optimization & Data Science Supervisor at ExxonMobil

Watch the full interview on the INFORMS YouTube channel.

DEPARTMENTS

Inside Story

More Than a Magazine

After more than 13 years with INFORMS, this issue of OR/MS Today will be my last as editor. Writing that sentence feels both surreal and deeply meaningful. For nearly a decade, this magazine has been more than a publication to me – it has been a front-row seat to the ingenuity, curiosity and impact of a remarkable community.

President's Desk

Setting the Stage

From its inception, INFORMS has been a place for people interested in the theory and practice of operations research (O.R.) to connect over shared ideas and to actualize their potential through community. As this year’s INFORMS president, I am honored to continue this tradition while also leading our community to consider the most pressing issues and innovations affecting the field.

HQ Highlights

Executive Director’s Log: Notes from Day 24 of 2026

At breakfast this morning, I was thinking about what to write for my first OR/MS Today column of 2026, and I felt an unexpected mix of joy and pride bubble up. That doesn’t always happen when you’re staring at a blank screen eating a bowl of cereal, so I paused and asked myself where it was coming from.

Forum

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What Is Learning? The Two Sides of Linear Regression

As firms work to move artificial intelligence (AI) into effective decision support [1] for managing demand supply networks, the hot topic is, “What is learning?” The purpose of this article is to generate discussion on this topic and provide my two cents.

Creating a Business Analytics Department Research Ranking

Which academic business analytics (BA) departments produce the most research? This is a deceptively simple question that many in our field are interested in – from prospective students to academic administrators and industry partners. But finding a rigorous, reliable answer is not easy.

Viewpoint

Viewpoint
Making Sense of Ambiguity in Applied Analytics

We often assume that applied analytics begins with clear questions, reliable metrics and well-defined data. In practice, however, many valuable analytical projects start in ambiguity. I see teams operate in situations in which the problem is loosely defined, the data reflects past system behavior rather than objective truth and success metrics are unclear or openly debated.

Healthcare Analytics

INFORMS logo
Digital First Responder: A Scalable AI to Uncover Hidden Patient Risk

Prioritizing patients for treatment is often a life-and-death decision. The frontline clinicians must make decisions with incomplete information, and an incorrect decision could result in delay or even death. An artificial intelligence (AI) assistant could “triage at scale” to help clinicians in challenging environments, such as disaster response after an earthquake.

Conference Preview

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Learn, Grow and Connect at the Analytics+ Conference

In just a few short weeks, you will have an exceptional opportunity to sharpen your skills, power up your future career and network with the leading experts in the field of analytics.

Marketing Science

Viewpoint
From Content Factory to Capital Allocator: Reframing Marketing as a Sequential Decision System

Marketing’s Hidden O.R. Problem Artificial intelligence (AI) now sits at the center of many marketing decisions. Systems generate content, adjust bids and offers, and modulate customer contact in near real time, all tracked through increasingly granular performance metrics.

Industry-Academia Collaboration

earth and people
Improving Response Through Advance Operational Planning and Academic Collaboration

The mission of the American Red Cross is to prevent and alleviate human suffering during emergencies by mobilizing the power of volunteers and the generosity of donors. The Red Cross responds to major disasters such as hurricanes, floods and earthquakes.

Member Insights

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AI That Actually Ships

Most artificial intelligence (AI) fails in translation – not from model to metrics but from demo to daily use. Here’s a practical playbook that leaders can use to move AI from prototype to pilot to production with clear gates, simple metrics and accountable ownership.

Last Word

What GenAI Taught Us About the Future of Global Optimization

Are your optimization models nonlinear yet? Recent advances in nonlinear optimization technology are paving the way for the use of full-scale nonlinear models in production, thereby mitigating the need for linearized models.