Advanced Analytics
Model Review & Validation
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If Most Operational Spreadsheets Contain Errors1, What Percentage of Your Advanced Analytics Models Contain Errors?
Since the consistent prevalence of spreadsheet errors became accepted, many organizations have adopted or procured formal testing and auditing for their spreadsheets. However, in advanced analytics, there has been no similar establishment of a quality assurance process—despite the commonality of error rates across all types of large, operational software applications. Typical software QA and testing methodologies are challenged to accommodate the special needs of advanced analytics applications.
We believe leaders of advanced analytics teams should be much more frequently asking, “How do we know our models are correct, and who has validated them?” Based on our work in applied optimization, Princeton Consultants will validate and improve your optimization and predictive models through our expert third-party review, and help you answer vital questions such as:
Our model review and validation will benefit your advanced analytics practice—and help you contribute even further to lines of business and their competitive advantage.
We answer more detailed questions specific to optimization and predictive analytics. Read more here.
Engagement Summary
Princeton Consultants blends technical and management consulting expertise to conduct a rigorous review and validation. Our process consists of the following steps:
Who We Are
Princeton Consultants is an information technology and management consulting firm with offices in Princeton, New Jersey and New York City. Founded in 1980, we have completed over 1,500 projects for our clients--many of the largest, most successful and innovative companies in the world. We are a member of the INFORMS Roundtable, a group representing leaders of applied advanced analytics.
We help businesses in Transportation and Logistics, Financial Services, Media, and diversified industries to dramatically improve performance by integrating advanced analytics and new technologies into their core processes. Through our proven methodology, our clients have improved organizational decision making and experienced extraordinary gains in productivity, efficiency and customer service.