Automated Decision Making in Hiring: The Line Between AI Screening and Human Decisions

Sync Up: Hiring Operations Roundtable

Time: Thursday, November 5 at 11:00 AM ET / 4:00 PM GMT

Overview:

AI can prepare the work. A person makes the decision. Every disqualification needs a stated reason. That’s not a compliance checklist. It’s an operating principle, and most TA teams are running their hiring stack without one.

AI adoption in hiring is moving faster than most organizations’ governance around it. Screening tools surface candidates. Scoring models rank them. Automated workflows move people forward or move them out. The tools work. The harder question is who’s accountable when they’re wrong, and what “accountable” has to mean in practice once decisions happen at volume.

This session puts a workable line in front of the room and tests it against real hiring conditions: AI can prepare the work, but a person makes the call, and every rejection carries a reason someone can point to. We’ll work through where that line holds at scale and where high-volume hiring puts pressure on it.

What you’ll leave with:

• A working framework for where AI’s role ends and human judgment begins in the decision chain
• A practical definition of “stated reason” that holds up without turning every disqualification into a manual review
• Language for this that works with legal, compliance, and candidates, not just internally

This is built for talent acquisition leaders navigating real automation decisions in their hiring process today. If your team is already using AI anywhere in the funnel, this is where you sync up on how to run it responsibly.

Feature Guests:

Jon Hyman, Director, Wickens Herzer Panza

Jon Hyman has advised employers on hiring and employment decisions for nearly 30 years, and now spends much of that work on where AI belongs to them. On the Ohio Employer Law Blog, an ABA Journal Blawg Hall of Fame inductee, he follows AI hiring litigation and legislation and tells employers not to trust screening tools by default. His guidance for responsible AI use calls for human review of AI outputs, safeguards against bias, and no fully automated hiring decisions. He leads the employment and labor practice at Wickens Herzer Panza.

Alex Murphy – CEO & Co-Founder, JobSync

Alex Murphy is CEO and co-founder of JobSync, the Hiring Operations Platform that enterprise employers use to automate recruiting workflows. He has spent more than 20 years recruiting technology. He started in application conversion at job.com, then led user acquisition at Beyond, where he watched application conversion rates fall across the industry. At JobSync he builds the automation layer inside enterprise hiring stacks. That’s the same layer where TA teams have to decide which steps a system runs and which belong to a person.

The Sync Up Roundtable Experience: This is not a passive webinar. Come ready to turn your camera on, share your current challenges, and collaborate with a peer network of TA leaders. Leave with a clearer picture of what’s possible.