SolutionsHR & OpsResume Screening — Bias Check
by HumanAgent

Resume Screening — Bias Check

AI ranks applicants. Human checks rejections for bias.

$0.50–$10 / applicant· or custom pricing defined by client

The problem

Your AI ranked 300 applicants. Before you reject 250 of them, someone needs to check that the rejections aren't showing bias patterns. One EEOC complaint costs more than the entire hiring budget.

How it works

01

Submit your resume batch

Via form, API, or SDK. From any workflow or AI agent.

02

AI analyzes and flags

AI ranks applicants by fit score, flags statistical anomalies in rejection patterns

03

Human reviews what matters

HR professional or qualified reviewer reviews flagged items within your SLA. Credential requirements vary by task.

04

Result + audit trail

Structured decision. SHA-256 audit hash. Tamper-proof record.

What the human reviewer does

Reviews rejection batch for age, gender, and ethnicity bias indicators

Checks EEOC compliance patterns across the full rejection cohort

Flags problematic rejection correlations for HR leadership

Identifies borderline candidates who may have been unfairly ranked

Documents the audit with structured reasoning for each override

Pricing

$0.50–$10 / applicantper task
  • or custom pricing defined by client
  • Operators earn 80% of the checkpoint budget
  • Auto-refund if deadline is missed

Who reviews

Verified professionals matched to the HR & Ops category

Credential requirements vary — some tasks require specific certifications, others are open to all verified operators

Every review includes a SHA-256 audit hash for verification

Preferred credential for this use case: HR professional or qualified reviewer

Built with HumanAgent

This use case was built with the HumanAgent API. You can build your own version — customize the workflow, set your own pricing, integrate your own AI, and choose your operators.

Operator credential requirements vary by task. Some tasks are open to all verified operators.