Strengthen the Performance and Credibility of Your Optimization Models

Princeton Consultants blends technical and management consulting expertise to conduct a rigorous review and validation that will benefit your optimization practice—and help your team contribute even further to lines of business and their competitive advantage.

Model Review and Validation

  •  Uncover opportunities for improvement
  • Benchmark your models and group against best practices
  • Give business leaders more confidence in your solutions
  • Help your specialists improve their development skills

Strengthen the Performance and Credibility of Your Optimization Models

Request a complimentary assessment to review and validate your optimization models.
Princeton leaders will meet with your key stakeholders to examine your current models, development practices, and business alignment, and identify opportunities to improve model quality, performance, and organizational confidence.

We can assess areas such as:

  • Model formulation and solution quality
  • Validation, testing, and auditability
  • Alignment with business goals and operational realities
  • Benchmarking against optimization best practices
  • Opportunities to improve performance, maintainability, and scalability
  • Skills development and process improvements for your optimization team

Princeton will provide initial recommendations and outline practical next steps for improving your optimization practice and increasing the impact of your models.

Contact us to schedule your complimentary assessment.

Reference

Model Review and Validation for the 2020 U.S. Census

Improving platform performance at Remsoft

Review, Reformulation and Audit for a Global Environmental Asset Manager

Empowering test assessment developers by updating, improving and translating an optimization model

A leading transportation company evaluated and upgraded its already significant use of advanced analytics

Test Magazine: Bringing QA to Data Science

OR and Data Science: A Complicated Relationship

Survey Shows Key Differences Between the Teaching and Practice of Advanced Analytics

88% of spreadsheets contain errors

About Princeton

Princeton Consultants helps improve operational performance through applied optimization. Since 1981, we have delivered more than 1,800 successful projects, including the design and implementation of custom AI Optimization systems for many of the best managed companies across a variety of industries.

Our model reviews are led by Optimization Principal Irv Lustig, PhD, an internationally recognized leader in operations research and advanced analytics, author of more than 30 articles and scientific papers, winner of the Beale-Orchard-Hays Prize for excellence in computational mathematical programming, and longtime active member of INFORMS, INFORMS Fellow, and Certified Analytics Professional-Expert.

© Copyright 2026 Princeton Consultants Inc. All rights reserved.

Model Review and Validation for the 2020 U.S. Census

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

Improving platform performance at Remsoft

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

Review, Reformulation and Audit for a Global Environmental Asset Manager

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

Empowering test assessment developers by updating, improving and translating an optimization model

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

A leading transportation company evaluated and upgraded its already significant use of advanced analytics

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

Test Magazine: Bringing QA to Data Science

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

OR and Data Science: A Complicated Relationship

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

Survey Shows Key Differences Between the Teaching and Practice of Advanced Analytics

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document

88% of spreadsheets contain errors

Princeton Consultants blends advanced analytics, data science, and management consulting to help executives transform operations.
Download the PDF Document