Original research, workforce intelligence, and evidence-backed insights drawn from over 5 million assessments, 20,000+ researched skills, and 30,000+ job descriptions.
Hiring software can be built in days. Hiring intelligence takes years.
Where humans continue to provide differentiated value, where AI performs strongly, and where the two work best together — measured across the Xobin corpus. Methodology, scope, and early-access details are on the report page.
Read the report brief →Reliability, construct validity, and criterion validity — measured, reported, and re-tested for every Xobin assessment.
Read more →02 —Secure, auditable testing conditions so a Xobin score reflects the candidate, not the environment.
Read more →03 —Adverse-impact ratios and differential item functioning monitored across every scored item.
Read more →04 —AI interview scoring benchmarked against blind human raters and audited for demographic drift.
Read more →Xobin Research is the in-house team of psychometricians, I-O psychologists, and machine-learning researchers who design, validate, and audit every assessment and AI interview Xobin ships.
We treat a Xobin score the way a lab treats a measurement: with a stated method, a known error, and evidence anyone can request.
About the lab →