Method for predicting a co2 storage risk assessment

A method for predicting a CO2 storage risk assessment, comprising the steps of:

• a) providing a generative model;
• b) determining a set of well integrity rules;
• c) uploading a well information file for a well located in a subsurface formation to the generative model;
• d) querying the well information file to extract information relevant to the set of well integrity rules from the well information file;
• e) embedding to convert the query and the extracted information into numerical vectors;
• f) conducting a semantic similarity search to find and rank text using the numerical vectors;
• g) providing an answer to the query generated by the generative model to a classification process based on the set of well integrity rules;
• and
• h) computing a prediction for a subsurface CO2 storage risk assessment for the well from the answer generated in step (g).