A set of advanced analytic solutions and machine learning models to validate your integrated pipeline datasets.

Pipeline operators from all segments and sizes rely on data they can trust to ensure asset performance and improve their integrity management programs and system optimization. The Data Validation solution leverages a comprehensive pool of data, ranging from large diameter/Transmission pipelines to small diameter and/or Distribution systems, augmented by Dynamic Risk’s extensive industry domain knowledge and expertise, to provide a process of reviewing and benchmarking the validity of pipeline integrity data without performing a tedious manual review. Using predictive analysis, the solution compares integrity data against validated industry data and verified reference information to thoroughly assess the data, including searching for incongruities and suggesting what values have the highest probabilities of matching with the rest of the data set.

Leveraging Predictive Analytics For Data Validation



  • Industry Resource Expertise – Data analysis and validation performed by a team of pipeline integrity experts
  • Improved Reporting & Analysis – Trust and confidence in data and analysis for accurate reporting
  • Reduced Capital Spend – Decreased time and resources spent through an automated process to validate the quality of datasets
  • Improved Operational Safety – Access to consolidated complete and trustworthy data to make risk-informed decisions


Data Validation Brochure    

About Insight Hub

Insight Hub participants benefit from access to quantitative and predictive analysis built on an anonymized data repository many times the size of any single pipeline system. Users can benchmark pipeline reliability and performance data against a collection of comprehensive integrity data that is unique in size and scope. Dynamic Risk has partnered with a growing number of pipeline operators to compile the vast amount of available data from their pipeline assets into our Insight Hub, containing pipeline and integrity data for over 140,000 km of pipe ranging from large diameter/Transmission pipelines to small diameter and/or Distribution systems from pipeline operators in North America. This wealth of data enables the development of advanced analytic tools that leverage the Insight Hub dataset to predict and quantify the expected performance of pipeline assets and the confidence of those predictions.

Why Dynamic Risk?

Our team of industry experts, data scientists, and analytics specialists, coupled with the industry’s largest, most comprehensive pipeline data warehouse, enables our clients to plan the best path forward for the health and safety of their pipeline infrastructure.

Contact us today to learn how Insight Hub Data Validation can maximize the value of your integrity budget by creating a thorough Asset Management Plan to measure performance, optimize risk reduction, and decrease operational spending.