The problem is two folds: 1. our traditional approach to full field/reservoir analysis and 2. the existing time-scale discrepancy between high frequency (real-time) data streams and existing reservoir management tools.

1. The traditional full field/reservoir analysis starts from the geology (a highly uncertain starting point) and moves up to capture the production behavior from wells through engineering fluid flow analysis and history matching of the resulting model. This inherently is a slow and time consuming model for analysis. Intelligent Solutions, Inc. offers a robust alternative called Top-Dow, Full Field, Subsurface Modeling that enables us to start from well production data in order to make inferences about the entire reservoir.

2. Intelligent Solutions, Inc.'s Surrogate Reservoir Models (SRM) bridges the existing time-scale gap between industry standard reservoir management tools (reservoir simulation and modeling) and high frequency (real-time) data streams by allowing the operators and engineers to perform comprehensive reservoir analysis, optimization, decision making and quantification of uncertainties in real-time.