A method for employing adaptive credit decisions in relation to extension of a loan to a user may include receiving user information associated with the user and transaction information associated with a transaction of the user with respect to a product or service offered by a vendor, employing a first credit decision model to execute a first credit extension decision with respect to a first type of financing option based on the user information and the transaction information, employing a second credit decision model to execute a second credit extension decision with respect to a second type of financing option based on the user information and the transaction information, and determining, based on the first and second credit extension decisions, whether to extend a credit offer to the user when the user proceeds to checkout for the transaction.