Backup If OpenAI Fails

Hi ! We are implementing a bot using chatgpt for my company but we have some concerns about downtime failures. Do you have some backup solutions that could be implemented in prod in case of failures ? Knowing that the model is kind of finetuned because we are doing information retriavial using embeddings (created with gpt 3.5)