Health tech companies should ensure diverse and representative AI training data, conduct systematic bias assessments, regularly evaluate algorithm performance, and establish ethical guidelines and governance policies. Additionally, we recommend collaborating with domain experts, considering external audits, and seeking user feedback and inclusion. These steps can help health tech companies develop AI algorithms that deliver unbiased effective healthcare outcomes for all users.