Oil & Gas Embraces Digital Transformation: Strategies, Success Stories, and Future Outlook

The term digital transformation can feel abstract, yet a handful of companies have redefined their entire business model. Netflix, for instance, evolved from a DVD‑by‑mail rental service to a global streaming powerhouse, catapulting its split‑adjusted IPO price from $1.20 in 2002 to $379.93 on July 9 of that year.

In contrast, the oil and gas sector—anchored in heavy physical assets—has historically been slow to adopt new tech. Bill Johnson, chief transformation officer at DCP Midstream, noted in an April keynote at Pi World: "It’s hard to disrupt the industry just by writing apps or putting in new technology. The way our people operate has been similar for a very long time."

While upstream operators now leverage advanced analytics to mitigate exploration risk, the broader industry lags behind other industrial sectors. PwC’s 2018 Strategy & Global Digital Operations Study ranked process and manufacturing industries lowest, and McKinsey data echoed that oil and gas trails most peers in innovation and technology adoption.

[Check out our interview with Sanjay Bakshi, Shell’s India-based head of digital transformation and ventures]

Accenture’s report, The Digital Oil Company, found that only 19% of firms in the niche deploy digital technology in a truly transformative way. Yet the sector remains an early adopter of sensors, automation, and data analytics.

McKinsey’s study, A new operating model for well organizations, highlights that although oil and gas pioneered supercomputing for reservoir modeling and drilling, the industry has yet to fully reap the productivity gains that digital‑driven change can offer.

Despite the slow start, DCP Midstream has made significant investments. In 2016, the company committed $20–$25 million to its digital transformation program, largely funding a Denver collaboration center. By 2017, that investment began to pay off, and by the end of last year, the company realized $40 million in savings.

Beyond cost reductions, the digital initiative uncovered the potential to increase production across its 60 plants, estimating an average boost of $2,500 per plant—totaling $50 million in additional annual revenue. Johnson clarified that generating $50 million would normally require a 7x investment multiple, yet the team has spent far less than the $350–$400 million that would have been typical.

OSIsoft reports rising interest from oil and gas customers in digital twin concepts, which integrate sensor data, metadata, and analytics. Craig Harclerode, OSIsoft’s global oil and gas business development executive, noted that the industry has employed over 5,000 digital templates in more than 5 million instances.

BP’s digital strategy recently solved a cavitation issue on its 100,000‑ton, 885‑foot Glen Lyon floating production storage and offloading vessel in the North Sea. Within three days, the fix not only resolved the problem but also unlocked an extra 20,000 barrels per day, translating to roughly $400 million in potential annual revenue, according to OSIsoft’s IoT analyst Michael Kanellos.

TransCanada, another midstream leader, operates a 57,100‑mile natural gas pipeline network across North America. Managing a diverse fleet of more than 50 turbine models and 100 compressor types—many built before 1970—presents a digital challenge. OSIsoft’s Pi system templates help distill this complexity into scalable, manageable analytics and digital twin models. Harclerode emphasized that subject‑matter experts build these templates, enabling operators to configure equipment in the PI Asset Framework.

OSIsoft now bills its Asset Framework—described as “a single repository for asset‑centric models, hierarchies, objects and equipment”—as the foundation for digital twins, moving beyond simple situational awareness. Digital twins, “animated by live data,” empower precise experimentation and real‑time process simulation, a capability DCP Midstream has leveraged to set operating targets and identify value opportunities at individual plants.

As digital models become more sophisticated, they mirror the consumer familiarity with connected navigation apps like Waze and Google Maps, which simplify routing while delivering rich contextual data. Geospatial analytics is increasingly applied in process industry dashboards, enabling streamlined data integration and abstracting disparate data sources. Harclerode explained that the digital twin’s power lies in normalizing varied tag names and attributes across different compressor stations, allowing operators to locate and analyze assets without needing to know specific tag details.

While the operational benefits of digital tools are clear, anticipating long‑term gains from a transformation initiative remains challenging. Harvard Business Review has documented many high‑profile projects that failed to deliver expected results. Johnson advises organizations to “go all in,” prioritizing short‑term wins while maintaining a flexible vision for future possibilities.

He likens the journey to climbing a mountain in fog: you know you’re heading upward, you understand the effort involved, yet the peak remains unseen. However, unlike mountain climbing, digital transformation is a perpetual ascent—there’s always another summit to reach.