Why does Workera focus on evidence instead of proxies?

Proxies such as course completion, job history, or self-assessment provide indirect signals about skill exposure, not proof of capability.

Workera focuses on evidence because enterprise decisions require confidence that skills are actually present and applicable. Direct evidence reduces noise, improves interpretability, and enables consistent comparison across people, roles, and time. This is especially important as the stakes of workforce decisions increase.