OneSoft at LD 500 Virtual Conference

Edmonton, Alberta — For more than a decade, OneSoft Solutions Inc. operated at the intersection of machine learning and pipeline safety. The company's flagship product, Cognitive Integrity Management (CIM), leveraged Microsoft Azure cloud infrastructure and advanced predictive analytics to help North American and international pipeline operators reduce risk and optimize maintenance spending.

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 CIM platform ingested data from multiple in-line inspection (ILI) runs, integrating corrosion growth models, fracture mechanics, and machine learning algorithms to deliver a comprehensive view of pipeline health. By automating much of the analysis that was traditionally performed manually, CIM enabled operators to identify high-risk segments faster and allocate maintenance budgets more effectively.

The acquisition by Irth Solutions LLC marked the culmination of OneSoft's journey from a small TSX Venture-listed company to a recognized leader in pipeline integrity technology. Under Blackstone's ownership, the CIM platform and the OneBridge team continue to serve pipeline operators, now with the resources and scale of one of the world's largest alternative asset managers.