Is the llm an expensive way to solve this? Would a more predictive model type be better? Then the llm summarizes the PR and the model predicts the likelihood

Is the llm an expensive way to solve this? Would a more predictive model type be better? Then the llm summarizes the PR and the model predicts the likelihood of needing to update the doc? Does using a llm help avoid the cost of training a more specific model?