OneSoft at LD Micro Invitational June 2022

Edmonton, Alberta — OneSoft Solutions Inc. carved out a distinctive position in the Canadian technology sector by applying machine learning to one of the most critical challenges in the energy industry: pipeline integrity management. The company's Cognitive Integrity Management platform processed millions of data points from in-line inspection tools to deliver actionable insights to pipeline operators.

Through a combination of supervised and unsupervised machine learning techniques, the CIM platform was able to identify anomalies and predict future corrosion growth with a degree of accuracy that surpassed conventional engineering methods. This capability was particularly valuable for operators managing tens of thousands of miles of pipeline, where even small improvements in predictive accuracy could translate into millions of dollars in avoided dig costs.

The Cognitive Integrity Management platform was built on Microsoft Azure and leveraged advanced statistical models alongside proprietary machine learning algorithms. Key capabilities included corrosion growth prediction, crack management, internal corrosion analysis, and compliance with industry standards such as API 1163 for ILI performance validation.

The story of OneSoft Solutions illustrates how Canadian innovation can address global industrial challenges. From its origins as a small Edmonton-based software company to its acquisition by a Blackstone portfolio company, OneSoft demonstrated that deep domain expertise combined with modern machine learning techniques could create significant value in the energy infrastructure sector.