The Challenge
Oil and gas companies operate in complex, data-intensive environments with high capital expenditure, fluctuating market conditions, and stringent regulatory pressures. Despite vast amounts of operational data, many companies struggle to benchmark performance effectively or simulate future scenarios. This often leads to reactive decision-making, missed optimization opportunities, and limited visibility into operational risks or performance gaps.