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Explore field-proven case studies that show how acoustic intelligence is being applied across energy operations. See how operators use real-time measurement, physical AI, and advanced analytics to improve performance, reduce operational costs, and make more confident decisions at scale.

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newsletter / case studies

22 Jul 2026

Perforation Efficiency is a Production Metric

We determined that acoustically derived perforation efficiency can serve as a scalable, operationally actionable completion diagnostic.

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newsletter / case studies

08 Jul 2026

The Casing Tradeoff: Upfront Cost vs. Frac Efficiency

Increasing vertical casing diameter from 5.5-inch to 6-inch significantly reduces pipe friction, improving overall frac efficiency and offsetting higher upfront costs.

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newsletter / case studies

24 Jun 2026

What’s Really Driving Your Frac Performance? Insights from a Multi-Bench Montney Study

A multi-bench Montney study reveals how targeted adjustments to perforation strategy, casing hardware, and flow velocity directly optimize cluster distribution and drive well economics.

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newsletter / case studies

10 Jun 2026

Taking Charge of a Controllable Variable: Is your perforating gun costing you?

The specific perforating charge selected has a direct, measurable impact on perforation efficiency and cluster uniformity, significantly affecting overall well economics.

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newsletter / case studies

27 May 2026

Real-Time Completion Logic from Same-Well Measurements

Seismos Acoustic Friction Analysis (SAFA) enables scalable closed-loop fracturing workflows by utilizing high-frequency surface pressure data to separate friction and provide real-time stage diagnostics.

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newsletter / case studies

13 May 2026

What’s Hiding in Your Treating Pressure? How SAFA Separates Pipe and Perf Friction

Direct separation of pipe and perforation friction using SAFA eliminates model-driven errors, revealing accurate, real-time stage behavior directly from treating pressure.

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newsletter / case studies

29 Apr 2026

How SAFA Replaces Erroneous EHD Assumptions to Unlock Superior Frac Stage Performance

Seismos Acoustic Friction Analysis (SAFA) utilizes surface pressure data to accurately calibrate the initial perforation flow area, correcting spec sheet errors to enhance stage diagnostics and overall well performance.

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newsletter / case studies

15 Apr 2026

Flow Velocity Is the Primary Control Parameter for Cluster Uniformity

Flow velocity serves as the primary control parameter for achieving cluster uniformity.

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