The company partners with more than 20,000 labs across the U.S. that quickly share the results of COVID-19 tests, along with the patient’s address. The firm then calculates the percentage of positive COVID-19 tests by city and, in some cases, neighborhood. Plantes said the patient information they receive from labs is subject to privacy laws.