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Panorama Digital Command Center receives millions of data points from over 200,000 data tags (sensors) across over 60 sites operated by 14 ADNOC’s specialist subsidiary and joint venture companies. This data allows us to observe our operations in real-time. In addition to real time production data, panorama is connected to external data sources to gather prices, ship movement, supply and demand data for the ADNOC product range. This combination of real time and market is used to create advanced big-data models that can optimize our operations and generate scenarios without disturbing our physical operations. This value chain optimization platform can identify the most profitable solutions for ADNOC, including product mix, new investment, or strategic opportunities based on demand and supply analysis through its linear program – LP model. To maintain business continuity, value chain optimization model runs scenarios to adapt our production to the market changes on daily basis. For example, recently, on COVID 19. The data can also be used by artificial intelligence (AI) and machine learning applications to predict the most optimal time for maintenance and anticipate machine anomalies ahead of time. In ADNOC, we are currently rolling out one of the largest predictive maintenance platforms in the industry to include all 2.500 pieces of rotating equipment, that will reduce our annual maintenance costs by 20% and save up to 10% on production deferrals. At ADNOC, we are rolling out Blockchain solutions across all sustainability management metrics such as production, processing, energy usage, emissions, water usage, and other. This creates better, faster, and more transparent flow management and verification of data and information for accounting and reporting which helps to strengthen our reputation through transparency, immutability, and enhanced data integrity. Since its inception three years ago the Panorama Digital Command Center (Panorama) has generated over $1 billion in business value. The other source of data received by Panorama comes from our subsurface data center, called the Thamama Subsurface Collaboration Center. At this center, data from our reservoirs and drilling operations is turned into insights by our brilliant subsurface minds and advanced digital technologies. The Thamama Center manages the world’s largest continuous 3D seismic survey to provide a high-resolution image of the subsurface over the entire emirate of Abu Dhabi for future exploration and development. This data is generated through five disciplines: Geophysics; Geology, Petrophysics, Reservoir engineering and Petroleum engineering. The accumulated subsurface data collected from all ADNOC operating companies goes through the interpretation and validation process before it is sent to create static and dynamic models, from which we extract the production profiles. The Panorama data is being employed in various programs and analytical models such value chain optimization, predictive maintenance, blockchain or hydrocarbon count, sustainability, and market & business intelligence.