From upstream production to midstream pipelines and downstream refining, oil and gas operators already collect vast amounts of process, equipment and video data. Much of it is never used beyond the control room. Proven AI tools from specialist technology providers can now turn that data into early warnings and better decisions, often using sensors and systems that are already in place.
Phase-Shift is an independent consultancy. We help operators identify where AI will deliver the most value, assess and select the right third-party solutions, and plan pilots and rollouts that fit existing plant systems, safety processes and regulations.
Typical industry challenges AI could address
Heat Exchanger & Furnace Fouling
Fouling quietly erodes energy efficiency and throughput. Machine learning can forecast fouling rates from existing control-system temperature and pressure data, so cleaning can be planned rather than forced.
Compressor & Pump Fault Detection
Unplanned trips of rotating equipment are costly. Analysis of vibration, sound and motor signals at the equipment can flag developing faults well before failure.
Flare Gas & Emissions Monitoring
Flaring is under growing regulatory and public scrutiny. Camera-based monitoring can track flare combustion efficiency and volume continuously, supporting both compliance and loss reduction.
Pipeline Integrity & Micro-Leakage
Small leaks on high-risk segments, valve pits or river crossings can go unnoticed for too long. Acoustic and pressure-based analytics can focus monitoring where the risk is greatest.
Visual HSE & Restricted Zone Safety
Existing CCTV can do more than record. Computer vision can alert teams to missing protective equipment, people in restricted zones or visible gas releases as they happen.
How we engage
1Assess
Identify and prioritise the operational problems where AI can deliver measurable value.
2Select
Evaluate third-party solutions independently against your data, systems and constraints.
3Pilot & Scale
Plan and oversee pilots with clear success measures, then support a controlled rollout.
Have a challenge that isn't listed here?
Talk to us about where AI could make the biggest difference in your operations.
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