| CPC G06Q 10/0631 (2013.01) [G01V 20/00 (2024.01); G06F 16/258 (2019.01); G06Q 50/02 (2013.01)] | 20 Claims |

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1. A method comprising:
receiving, from a framework, a request for field equipment data obtained from field equipment at a reservoir;
automatically identifying, using a machine learning model, data types of the field equipment data;
automatically converting, by the machine learning model, the data types to a data structure used by the framework in response to the machine learning model determining that the data types are in a different format from the data structure used by the framework;
generating, by the machine learning model, a quality metric in response to performing a quality assessment of converting the data types to the data structure used by the framework;
providing the field equipment data in the data structure used by the framework and the quality metric; and
performing, in response to the quality metric exceeding a threshold, a simulation on the field equipment data.
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