NDL
Insights for measurement teams.
Practical articles on AI-powered measurement analysis, FlowCal integration, meter freeze detection, and the technology changing natural gas operations.
Death by Exception: What's Wrong with How FlowCal Exceptions Get Created
FlowCal's exception system is one of the most powerful tools in natural gas measurement, and one of the most quietly broken. Here's why false positives are costing your analysts more than you think.
April 22, 2026 ยท NDL Team
How AI Is Changing Natural Gas Measurement Analysis
AI in oil and gas gets discussed mostly in terms of drilling, production, and trading. But the technology is reshaping something closer to home for measurement teams, and the implications are significant.
April 22, 2026
Meter FreezeA Month of Meter Freezes in 10 Minutes: What AI Makes Possible in Winter Measurement Season
Three proof-of-value studies. More than 10,000 orifice meters each. One result: every meter freeze hour identified in under 10 minutes. Here's what that means for your measurement team.
April 22, 2026