in business
Trusted AI / Optimization Experts
- Solution design, development & deployment
- Model review, validation and improvement
- Advisory services and best practices for in-house teams
Mission
Helping clients transform performance by integrating AI and Optimization into core processes
Experience
Senior staff average 15+ years at Princeton; Leadership averages 20+ years
Steve Sashihara, Founder and CEO
We provide world-class optimization solutions and services
-
Custom Optimization
Custom Optimization Solutions and Services The “secret sauce” of optimization projects is powerful software that effectively becomes your real-time advisor. To succeed, you must go beyond conventional technology or business process tools and harness the powerful combination of emerging optimization technology and the latest in agile project management. Each Client is Unique Princeton Consultants’ work […]
-
Model Review & Improvement
Optimization Model Review & Quality Assurance We help organizations maximize the value of their AI Optimization models. Our independent assessments improve model performance, accuracy, and stakeholder confidence. Optimize Model Performance and Accuracy With Proven Techniques Developed over four decades of project work across industries in many different problem areas, our model review service includes: Enhancing […]
-
Advisory Services
Advisory Services We often partner with business executives and in-house Advanced Analytics and IT teams to help build and deploy world-class solutions, to build AI and Optimization portfolios of opportunity, and to improve their AI and Optimization capabilities and development processes. Representative services include the following. Cost Benefit Analysis (CBA) of Advance Analytics Projects Potential […]
Princeton Optimization Success Stories
The 5 Steps of a Princeton Optimization Solution Development Project
The Charter
Choose the right areas of opportunity. Assemble the right team.
The Vision
Select the top candidates. Use real data to prove the solution is possible and to demonstrate its value.
The Early Win
Pick an entry point. Get into production with real users. Create bottom-up enthusiasm.
The Scale-up
Broaden into full field as default behavior.
The Harvest
Expand functionality. Use savings to lower prices / expand share. Sell capabilities.
About Princeton Optimization
Insights from our blog
Making Optimization Work in Production: Lessons from Large-Scale Applications
Exploring the Emergence of GPUs and PDHG in Industrial Strength Optimization with NVIDIA, Gurobi and FICO
Tools, Training and Testing: Optimizers Discuss AI Precision Agents
The Optimization Edge: Reinventing Decision Making to Maximize All Your Company's Assets
In “The Optimization Edge,” author and Princeton Consultants Founder and CEO Steve Sashihara introduces readers to optimization–a proven subset of AI powered by mathematics and special software that makes recommendations–in clear, nontechnical terms.
Based on Steve’s extensive experience working with major corporations across the industrial landscape, the book analyzes a variety of companies that are working on the frontier of Optimization.
“For executives who don’t have an optimization strategy, this book is a must read,” says Jim Goodnight, CEO of SAS. “There’s a good chance that the competition already has an active optimization battle plan—and the bottom-line savings to prove it.”
