The audit results shown below were produced on 06/27/2025, on behalf of LANDED.
As LANDED does not track sex or race data on any applicants within their system, the audit below was performed using test data generated by the independent auditor, Conductor AI.
As part of this audit, LANDED provided a sample of 13,753 rows to data. This data did not contain the relevant fields for this audit (sex, race, and ethnicity), and LANDED asserts that it does not capture this data. This test data was generated by creating 5,000 applicants for each race/ ethnicity category split evenly between male and female, resulting in a dataset of 35,000 applicants. Each applicant was randomly generated a score between 0 and 100 using python’s random.uniform function. This test data was then used to perform a “Scoring Rate” assessment.
The median score across the dataset is 49.95.
| Sex Categories | |||
|---|---|---|---|
| # Of Applicants | Scoring Rate | Impact Ratio | |
| Male | 17,500 | 50% | 1.00 |
| Female | 17,500 | 50% | 0.99 |
| Race/Ethnicity Categories | |||
|---|---|---|---|
| # Of Applicants | Scoring Rate | Impact Ratio | |
| Hispanic or Latino | 5,000 | 49% | 0.97 |
| White | 5,000 | 50% | 0.99 |
| Black or African American | 5,000 | 51% | 1.00 |
| Native Hawaiian or Pacific Islander | 5,000 | 50% | 0.98 |
| Asian | 5,000 | 50% | 0.99 |
| Native American or Alaska Native | 5,000 | 50% | 0.99 |
| Two or More Races | 5,000 | 50% | 0.98 |
| Intersectional Categories | |||||
|---|---|---|---|---|---|
| Sex | Race/Ethnicity Categories | # Of Applicants | Scoring Rate | Impact Ratio | |
| Hispanic or Latino | Male | 2,500 | 49% | 0.96 | |
| Hispanic or Latino | Female | 2,500 | 50% | 0.97 | |
| Non-Hispanic or Latino | Male | White | 2,500 | 49% | 0.96 |
| Non-Hispanic or Latino | Male | Black or African American | 2,500 | 51% | 1.00 |
| Non-Hispanic or Latino | Male | Native Hawaiian or Pacific Islander | 2,500 | 50% | 0.99 |
| Non-Hispanic or Latino | Male | Asian | 2,500 | 49% | 0.96 |
| Non-Hispanic or Latino | Male | Native American or Alaska Native | 2,500 | 50% | 0.98 |
| Non-Hispanic or Latino | Male | Two or More Races | 2,500 | 49% | 0.96 |
| Non-Hispanic or Latino | Female | White | 2,500 | 50% | 0.98 |
| Non-Hispanic or Latino | Female | Black or African American | 2,500 | 50% | 0.98 |
| Non-Hispanic or Latino | Female | Native Hawaiian or Pacific Islander | 2,500 | 49% | 0.95 |
| Non-Hispanic or Latino | Female | Asian | 2,500 | 51% | 0.99 |
| Non-Hispanic or Latino | Female | Native American or Alaska Native | 2,500 | 50% | 0.98 |
| Non-Hispanic or Latino | Female | Two or More Races | 2,500 | 50% | 0.97 |