Blog

Research-informed perspectives on background checks, desistance, and modern approaches to employment screening.

7 articles

Can employers use AI chatbots to review background checks?

Short answer: a chatbot can explain terms, but assessing a candidate takes approved data handling, verified records, justified criteria, and documented review.
Compliance Sep 15, 2026

The CFPB Withdrew Circular 2024-06. Here Is What Changed, and What Didn't.

In May 2025 the CFPB withdrew its circular on background dossiers and algorithmic scores in hiring. The statute it interpreted did not change. Here is what the withdrawal means for employers.
Compliance Sep 15, 2026

Background Check Policies That Actually Reduce Risk

The background check policies that actually reduce hiring risk are not the broadest ones. They are the ones that tie conduct to role, account for time, and apply judgment with visible, consistent logic.
Staffing Mar 27, 2026

Fair Chance Compliance Is Getting Local

State and local fair chance laws are changing more than hiring timelines. They are turning compliance into workflow: individualized assessment, response windows, record-clearing drift, and documented reasoning.
Compliance Mar 26, 2026

Modern Compliance at Scale: How Individualized Assessment Becomes Workflow

Hiring compliance at scale is not about broader screening. It is about turning individualized assessment into a workflow: job-related policy logic, time-aware review, candidate context, and defensible documentation.
Compliance Mar 25, 2026

Modern Hiring Compliance Requires Better Use of Background Checks

Modern hiring compliance is not about screening more broadly. It is about using criminal history in a job-related, evidence-based, and defensible way.
Compliance Mar 22, 2026

A Safe Path to Yes in Hiring

Modern hiring teams need more than a defensible no. They need a safe path to yes: job-related, time-aware, and evidence-based background check review that protects the business without losing strong candidates.
Hiring Mar 20, 2026

Smarter hiring starts here