GPrX Data
GPrX Data is a specialized data analytics firm that emerged in the early 2020s, focusing on high-volume industrial and energy sector data processing.
Profile
Provides AI-driven analytics for industrial operations and energy infrastructure.
GPrX Data is a specialized data analytics firm that emerged in the early 2020s, focusing on high-volume industrial and energy sector data processing. The company's origins trace to a team of former oil and gas analysts who saw an opportunity to apply machine learning techniques to operational data streams from refineries, pipelines, and LNG terminals. Their initial product suite addressed predictive maintenance and supply chain optimization for hydrocarbon facilities, with early adoption by midstream operators in North America.
By 2025, GPrX had expanded into adjacent verticals including power generation and metals mining, though energy still accounts for approximately 70% of revenue according to industry estimates. The firm operates with a lean team of 85 employees, primarily based in Houston with satellite offices in Calgary and London. While privately held, GPrX disclosed $28M in annual recurring revenue for 2024 during a Series B funding round that raised $45M led by Energy Ventures and including participation from Shell Ventures. Recent strategic moves include a partnership with Golden Pass LNG to implement real-time cargo tracking algorithms and a controversial decision to deprecate support for legacy oilfield SCADA systems, which affected some long-term clients in the Permian Basin.
Who buys this
- Oil and gas midstream operators
- LNG terminal operators
- Industrial equipment manufacturers
- Mining and metals processors
- Power generation utilities
Strengths and what to watch
Strengths
- Deep domain expertise in hydrocarbon logistics and processing
- Proven deployment at scale with Golden Pass LNG's 18M metric ton facility
- Proprietary algorithms for real-time anomaly detection in sensor networks
Watch for
- Concentration risk in energy sector (70% of revenue)
- Legacy system deprecation angered some Permian Basin clients
- Increasing competition from generalist AI platforms moving into industrial verticals
Key Information
- Founded
- 2012
- Headquarters
- Houston
Frequently Asked Questions
What does GPrX Data specialize in?
GPrX Data provides AI-powered analytics for industrial operations, with a focus on energy infrastructure like refineries and LNG terminals. Founded by oil and gas analysts, their systems optimize predictive maintenance and supply chains, serving midstream operators, utilities, and mining companies. Energy accounts for 70% of their revenue.
How does GPrX Data use AI in oil and gas operations?
GPrX applies machine learning to sensor data from pipelines, terminals, and refineries for real-time anomaly detection and predictive maintenance. Their algorithms help operators like Golden Pass LNG track cargo flows and prevent equipment failures, building on the founders' hydrocarbon logistics expertise.
Who are GPrX Data's main customers?
Primary clients include oil and gas midstream operators, LNG terminal managers, and industrial equipment manufacturers. The company also serves power utilities and metals processors, though energy sector customers generate most revenue. Their Golden Pass LNG deployment handles 18M metric tons annually.
What funding has GPrX Data raised?
In their Series B round, GPrX secured $45M led by Energy Ventures with Shell Ventures participating. The 2024 funding supported expansion into mining and power sectors. The firm reported $28M annual recurring revenue, operating with 85 employees across Houston, Calgary, and London offices.
What are the risks of using GPrX Data's systems?
Some Permian Basin clients faced disruptions when GPrX deprecated legacy SCADA support. The firm also faces concentration risk with 70% energy-sector revenue and competition from generalist AI platforms expanding into industrial analytics. However, their hydrocarbon-specific algorithms remain differentiated.
How does GPrX Data handle real-time industrial data?
Their proprietary algorithms process high-volume sensor feeds from pipelines and terminals, flagging anomalies like pressure drops or temperature spikes. The Golden Pass partnership demonstrated scalability, tracking LNG cargo movements across the 18M metric ton facility while optimizing maintenance schedules using predictive models.
Sources
- www.reuters.com — Golden Pass LNG partnership
- techcrunch.com — Funding environment context
- www.reuters.com — Energy sector restructuring context
- v3.datadictionary.nhs.uk — Industrial data standards context