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Certainly Health

Marketplace to book doctors and avoid surprise bills
https://certainlyhealth.com

Patients enter their insurance and visit reason, and we use machine learning to predict and guarantee their out-of-pocket costs for every health provider. For health providers, we ensure their patients always pay the bill.