Refinery Intelligence

Where refineries operations are a blind spot of market analysis, the data revolution holds the potential to introduce a new era of transparency to refinery operations. The complexity of refineries makes it difficult to take one signal as a definitive sign of an outage or a disruption. 

Kayrros is fusing together multiple alternative data sources to provide predictive analytics on refinery operations.


  • Anticipate market signals and identify trading opportunities with realtime alerts on refinery outages and restarts
  • Better decisions with dynamic granular insights and predictive capabilities on US refinery operations at two unit level
  • Track expansion or construction status and assess the potential impact on market fundamentals ahead of competitors

Multiple data sources

Kayrros proprietary technology fuses data from multiple sources including:

  • satellite imagery 
  • geolocation data 
  • social media (natural language processing) 

and processes the data through machine learning algorithms to extract dynamic realtime insights on unit level.

Realtime, empirical data

Anticipate delays in unit restarts weeks in advance by tracking turnaround progress

Kayrros tracks on-the-ground activity in all US refineries around the clock, delivering expertly-designed metrics to track staffing levels in near-realtime.


Email alerts: Daily emails highlighting which refineries are undergoing significant operational changes due to restarts or outages

Online Portal: Interactive, analytical dashboard to access near realtime indicators on operations in all US refineries down to the unit

Integrated API: API to download refinery intelligence, activity metrics and stock measurements