Princeton Consultants

Princeton Consultants: Creating Customized Optimization Solutions

Princeton Consultants saved $2.8 billion in federal spending on the 2020 U.S. census using mathematical optimization.

Princeton Consultants
Image
Princeton Consultants

Title

Gurobi + Princeton Consultants

Industry

Business Services

Region

Americas

Introduction

Companies like Uber and Lyft are not possible without optimization. When you go into Amazon and you type a couple of words—such as “screwdriver sets”—and you see answers, that’s optimization happening.


The Problem

At Princeton Consultants, everywhere we look, we see problems that can be solved with optimization. We see decisions that people should be using Gurobi for and they’re unaware of it. So one of the things that we’re trying to do for our clients is say, this isn’t something niche to manage the cleaning supplies with.

Why don’t you point this at your biggest spends and see whether you can get really good leverage? We did the 2020 census and we saved $2.8 billion of federal spending. That’s a pretty big win.


Solution

All Gurobi has ever wanted to do is build better and better and better solver engines. Every time they do something, we think, okay, this is about as fast as it’s going to get, and they just make it faster and faster.

Increasingly, consumers want that. They want faster response times. They want consistency in their responses. They want to be able to scale. They want to reduce costs. They want to have improved asset utilization. And optimization is the technology that brings that.

Gurobi has done a fantastic job improving the usability of the product—not just the mechanics on the inside to make it the fastest and best engine, but also how it’s broadly applicable up and down the stack.

If you are a Python Pandas programmer, we’ve got you covered. If you’re .NET developer, we’ve got you covered. If you’re Excel, we can talk to that. I think that’s one of the real hallmarks of Gurobi. All of us that use Gurobi and use optimization, in general, believe we have the real stuff. It really works.

It puts a rigor into decision-making and gives businesses more of what they want. If you have a killer application that needs Gurobi, you can really trust them to be a great partner.


"If you have a killer application that needs Gurobi, you can really trust them to be a great partner."

Steve Sashihara, President and CEO, Princeton Consultants

"If you have a killer application that needs Gurobi, you can really trust them to be a great partner."

Steve Sashihara, President and CEO, Princeton Consultants

"If you have a killer application that needs Gurobi, you can really trust them to be a great partner."

Steve Sashihara, President and CEO, Princeton Consultants

Case Studies

Explore more innovative ways our customers are using Gurobi to unlock optimal outcomes.

01 OF 00

Gurobi + ZOZO Research

ZOZO Research: Optimizing Inventory Allocation for Scalable E-Commerce Logistics

As ZOZO expanded its logistics network, inventory imbalances created costly transfer problems. Mathematical optimization provided a data-driven approach to prevent those problems before they start.

Image

Gurobi + Analytics for a Better World

Analytics for a Better World: Maximizing Mission-Driven Impact with Optimization

Analytics for a Better World leverages big data sources to analyze humanitarian facility locations and identify ways to maximize coverage while minimizing costs.

Gurobi + encoord

encoord: Optimizing the Energy Transition

To help the power and utilities sector better prepare for the energy transition, encoord uses integrated modeling and advanced optimization methods powered by Gurobi.

Gurobi + Eneco

Eneco: Harnessing Optimization for Smarter Energy Dispatching

Eneco uses optimization to dispatch its renewable energy portfolio, balancing wind, solar, and storage for smarter distribution.

Gurobi + Kurly

Kurly: Transforming Delivery Logistics with Mathematical Optimization

Kurly uses optimization to guarantee morning deliveries for late-night orders, scaling logistics across South Korea.

Gurobi + Hitit

Hitit: Empowering Airlines to Optimize Annual Crew Leave Planning

Hitit cuts weeks of manual crew leave planning down to hours, boosting airline compliance and crew satisfaction.

Gurobi + Marketing Attribution

Marketing Attribution: Driving Smarter Media Investments

Marketing Attribution optimizes $1.4B+ in annual ad spend for a global consumer health brand across 160 countries.

Gurobi + MyGoals

MyGoals: Personal Financial Planning, Optimized

MyGoals uses optimization to help individuals balance multiple life goals simultaneously, from retirement to home purchase.

Gurobi + Light Up the World

Light Up the World: Bringing Clean Energy and Internet Access to Remote Communities

Light Up the World uses optimization to design off-grid solar systems for remote Peruvian communities with no room for error.

Gurobi + 55ip

55ip: Driving Innovation in Tax-Smart Investment Solutions

55ip, a JP Morgan subsidiary, uses optimization to manage tax-smart portfolios at scale across thousands of client accounts.

Gurobi + Statkraft Croatia

Statkraft Croatia: Cracking the Code on Battery Profitability

Statkraft Croatia (now Resalta) uses optimization to assess BESS profitability and maximize battery storage revenue in Croatia.

Gurobi + Cosentino

Cosentino: Optimizing Sales Routes and Production Lines for Enhanced Efficiency

Cosentino uses optimization to plan commercial visit routes and manage production lines, maximizing efficiency across operations.

Case Studies

Explore more innovative ways our customers are using Gurobi to unlock optimal outcomes.

01 OF 00

Gurobi + ZOZO Research

ZOZO Research: Optimizing Inventory Allocation for Scalable E-Commerce Logistics

As ZOZO expanded its logistics network, inventory imbalances created costly transfer problems. Mathematical optimization provided a data-driven approach to prevent those problems before they start.

Image

Gurobi + Analytics for a Better World

Analytics for a Better World: Maximizing Mission-Driven Impact with Optimization

Analytics for a Better World leverages big data sources to analyze humanitarian facility locations and identify ways to maximize coverage while minimizing costs.

Gurobi + encoord

encoord: Optimizing the Energy Transition

To help the power and utilities sector better prepare for the energy transition, encoord uses integrated modeling and advanced optimization methods powered by Gurobi.

Gurobi + Eneco

Eneco: Harnessing Optimization for Smarter Energy Dispatching

Eneco uses optimization to dispatch its renewable energy portfolio, balancing wind, solar, and storage for smarter distribution.

Gurobi + Kurly

Kurly: Transforming Delivery Logistics with Mathematical Optimization

Kurly uses optimization to guarantee morning deliveries for late-night orders, scaling logistics across South Korea.

Gurobi + Hitit

Hitit: Empowering Airlines to Optimize Annual Crew Leave Planning

Hitit cuts weeks of manual crew leave planning down to hours, boosting airline compliance and crew satisfaction.

Gurobi + Marketing Attribution

Marketing Attribution: Driving Smarter Media Investments

Marketing Attribution optimizes $1.4B+ in annual ad spend for a global consumer health brand across 160 countries.

Gurobi + MyGoals

MyGoals: Personal Financial Planning, Optimized

MyGoals uses optimization to help individuals balance multiple life goals simultaneously, from retirement to home purchase.

Gurobi + Light Up the World

Light Up the World: Bringing Clean Energy and Internet Access to Remote Communities

Light Up the World uses optimization to design off-grid solar systems for remote Peruvian communities with no room for error.

Gurobi + 55ip

55ip: Driving Innovation in Tax-Smart Investment Solutions

55ip, a JP Morgan subsidiary, uses optimization to manage tax-smart portfolios at scale across thousands of client accounts.

Gurobi + Statkraft Croatia

Statkraft Croatia: Cracking the Code on Battery Profitability

Statkraft Croatia (now Resalta) uses optimization to assess BESS profitability and maximize battery storage revenue in Croatia.

Gurobi + Cosentino

Cosentino: Optimizing Sales Routes and Production Lines for Enhanced Efficiency

Cosentino uses optimization to plan commercial visit routes and manage production lines, maximizing efficiency across operations.

Case Studies

Explore more innovative ways our customers are using Gurobi to unlock optimal outcomes.

01 OF 00

Gurobi + ZOZO Research

ZOZO Research: Optimizing Inventory Allocation for Scalable E-Commerce Logistics

As ZOZO expanded its logistics network, inventory imbalances created costly transfer problems. Mathematical optimization provided a data-driven approach to prevent those problems before they start.

Image

Gurobi + Analytics for a Better World

Analytics for a Better World: Maximizing Mission-Driven Impact with Optimization

Analytics for a Better World leverages big data sources to analyze humanitarian facility locations and identify ways to maximize coverage while minimizing costs.

Gurobi + encoord

encoord: Optimizing the Energy Transition

To help the power and utilities sector better prepare for the energy transition, encoord uses integrated modeling and advanced optimization methods powered by Gurobi.

Gurobi + Eneco

Eneco: Harnessing Optimization for Smarter Energy Dispatching

Eneco uses optimization to dispatch its renewable energy portfolio, balancing wind, solar, and storage for smarter distribution.

Gurobi + Kurly

Kurly: Transforming Delivery Logistics with Mathematical Optimization

Kurly uses optimization to guarantee morning deliveries for late-night orders, scaling logistics across South Korea.

Gurobi + Hitit

Hitit: Empowering Airlines to Optimize Annual Crew Leave Planning

Hitit cuts weeks of manual crew leave planning down to hours, boosting airline compliance and crew satisfaction.

Gurobi + Marketing Attribution

Marketing Attribution: Driving Smarter Media Investments

Marketing Attribution optimizes $1.4B+ in annual ad spend for a global consumer health brand across 160 countries.

Gurobi + MyGoals

MyGoals: Personal Financial Planning, Optimized

MyGoals uses optimization to help individuals balance multiple life goals simultaneously, from retirement to home purchase.

Gurobi + Light Up the World

Light Up the World: Bringing Clean Energy and Internet Access to Remote Communities

Light Up the World uses optimization to design off-grid solar systems for remote Peruvian communities with no room for error.

Gurobi + 55ip

55ip: Driving Innovation in Tax-Smart Investment Solutions

55ip, a JP Morgan subsidiary, uses optimization to manage tax-smart portfolios at scale across thousands of client accounts.

Gurobi + Statkraft Croatia

Statkraft Croatia: Cracking the Code on Battery Profitability

Statkraft Croatia (now Resalta) uses optimization to assess BESS profitability and maximize battery storage revenue in Croatia.

Gurobi + Cosentino

Cosentino: Optimizing Sales Routes and Production Lines for Enhanced Efficiency

Cosentino uses optimization to plan commercial visit routes and manage production lines, maximizing efficiency across operations.

Start solving with Gurobi

Ready to discover the Gurobi difference? Contact us today to learn more about what mathematical optimization can do for your organization.

Start solving with Gurobi

Ready to discover the Gurobi difference? Contact us today to learn more about what mathematical optimization can do for your organization.

Start solving with Gurobi

Ready to discover the Gurobi difference? Contact us today to learn more about what mathematical optimization can do for your organization.

Join our newsletter to stay up to date on features releases and more.

By subscribing you agree to with our Privacy Policy

© Gurobi Optimization, LLC. All Rights Reserved.

Join our newsletter to stay up to date on features releases and more.

By subscribing you agree to with our Privacy Policy

© Gurobi Optimization, LLC. All Rights Reserved.