Neuralix Delivers Up to 30% Energy Savings in SWD Operations Through AI-Driven Pump Optimization

Neuralix Inc. is transforming saltwater disposal (SWD) operations, which are essential for produced water management but often face high energy costs and limited real-time visibility. In partnership with a leading midstream operator, Neuralix has delivered AI-driven KPI optimization that has already achieved up to 30% electricity savings across dozens of injection sites, with projected annualized improvements expected to exceed that benchmark. By applying First Principles Thinking, Neuralix redefines how industrial operators tackle operational inefficiencies. Rather than relying on opaque, black-box models, Neuralix focuses on the physical and operational realities behind pump performance that has paid rich dividends.

At the core of the solution is Neuralix’s award winning Data Lifecycle Templatization system, which standardizes time series data from SCADA platforms, capturing critical parameters such as flow rate, motor frequency, pump physics, voltage, and site-level pressures. A real-time dashboard provides powerful visibility into site and fleet-level performance, enabling operators to optimize in real time rather than reactively.

In record time, Neuralix deployed advanced analytics that transformed operational efficiency across multiple sites. By pairing these operational gains with insights that enabled favorable electricity rate negotiations, total cost savings have reached up to 30% at high-value sites. This outcome highlights the speed, precision, and measurable impact of Neuralix’s AI-powered optimization platform.

At one site, shifting from short, high-frequency bursts to continuous low-frequency pumping reduced energy use by 12% without sacrificing volume. In another case, increasing pump frequency improved efficiency by 17%. These results show that intelligent, site-specific optimization outperforms blanket one-size-fits-all operational rules.

Beyond SWD, Neuralix’s modular AI frameworks have driven value across industries, from deepwater ESP failure prediction to leak detection in pipelines and genomic automation fault monitoring. Every solution is tailored from the ground up, rooted in a deep understanding of cyber-physical systems.

Neuralix is redefining industrial AI by delivering high-impact, first-principles solutions that drive real, measurable results. By focusing on transparency, domain specificity, and immediate ROI, Neuralix empowers operators to achieve new levels of operational excellence and cost efficiency.

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