ANALYSIS & PERSPECTIVES
Original thinking, published here.
SOUBEL publishes original analysis and thought leadership on commercial growth, translating technical knowledge into commercial relevance, emerging technology, Operational Trust, and regulatory challenges across oil & gas.
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When PHMSA Moves from Prescriptive to Predictive: Who Defines Proven?
As predictive methods carry more weight in pipeline integrity decisions, the question is no longer only whether a model can make a prediction. It is how the evidence behind that prediction can be understood, tested, and defended.
Read the article →ARTICLES & COMMENTARY
The SOUBEL archive
Standalone analysis and commentary published through SOUBEL and extended through LinkedIn and other social channels.
You Don’t Walk In With a Revenue Strategy. You Build One.
Growth strategy starts with listening, market validation, account reality, operating constraints, and what customers will actually fund.
Read article →You Don’t Transform Revenue by Hiring for Yesterday’s Job
Future revenue requires roles, resources, expectations, and measures of success designed for the future revenue model.
Read article →Don’t Confuse Altitude with Influence
The real question is not how high to sell. It is where the buying event begins and how the decision moves through the organization.
Read article →When PHMSA Moves from Prescriptive to Predictive: Who Defines Proven?
A closer look at predictive methods, defensibility, evidence quality, and the practical meaning of “proven.”
Read article →PHMSA’s April 2026 — Operational Trust Is the Next Standard
Remote sensing, remote monitoring, integrity-management-based compliance, and traceability point toward a more operationally focused digital future.
Read article →There’s Something Interesting Happening Across Industrial Operations Right Now
The differentiator is shifting away from technology alone and toward operational understanding that people can trust and use.
Read article →SIGNATURE SERIES
The Integrity Shift
Seven connected pieces examine what happens when technology meets operational reality: asset life, Operational Trust, trusted data, operational maturity, AI readiness, and the need for a shared operational picture.
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