Debriefs : The Final Boss
You have a Priority One role. Your stakeholder is telling you the product roadmap is under threat unless you get this hire made on time.
That's fine, we live for that stuff right?
So you bust your butt all day for weeks on end to get the right candidates. Late night calls with super stars. Prepping interviewers, fielding compensation questions with finance and HR. Coaching and supporting through the process. Great feedback from each interviewer.
Then the debrief comes round, and out of nowhere, the Principal Engineer, let's call them...Brent (shout out to The Phoenix Project readers) worries that they might not have "gravitas" and maybe they wouldn't be happy working here because reasons.
The debrief descends into a game of bias bingo and you have to go back to the drawing board, costing time and money that, hey-ho, YOU are responsible for.
If you have ever been in one of those briefings, this one of for you. Let's you and me nail these meetings to the GD Wall....
Rant mode over....information mode activated.....
Hiring debriefs. They can be a structured, insightful discussion… or a chaotic free-for-all where the loudest voice wins.
For senior roles, debriefs are super useful. You’ve got multiple stakeholders involved, and TA should own this conversation. But too often, debriefs become a breeding ground for bias, where decisions get made based on gut feel rather than data.
That’s a problem...but its also an opportunity.
As recruiters, we’re not just there to book the room. We’re there to lead the debrief, spot biases, and make sure the business is making the best possible decision.
Here’s how to run a debrief like a pro :
Prep is Everything
Walking into a debrief without prep is like walking into an exam you haven’t studied for. Don’t do it.
• Before the meeting, pull summary data from the ATS: scorecard results, feedback comments, pass/fail rates.
• Add your own insights, were there inconsistencies in feedback? Did someone change their tune?
• If the team uses a structured evaluation format, make sure every interviewer has submitted their notes before the meeting (no on-the-fly opinions allowed).
When you bring objective data to the table, you shift the conversation from gut feelings to facts.
Call Out Bias (Because It’s Everywhere)
Every hiring debrief has bias. The trick is spotting it before it skews the decision.
Some classics to look out for:
• Recency Bias – “I liked the last person we interviewed best!”
• Affinity Bias – “They went to my uni; they must be great!”
• Halo Effect – “They are Ex-Meta, so they must be good!”
• Groupthink – “Everyone else liked them, so I must be missing something.”
If someone starts veering into bias territory, challenge it with data. Example:
🚫 “I just feel like they’d be a great fit.”
✅ “Let’s look at how they actually scored across competencies.”
You’re not there to argue, just to steer the discussion back to reality.
Stick to a Structure (Or Watch the Chaos Ensue)
If your debriefs don’t have a structure, they’ll turn into a subjective debate club.
A simple, effective debrief format:
1️⃣ Go round the room – Each interviewer gives one-minute summary of their feedback (no interruptions).
2️⃣ Compare with the scorecard – Look at competency ratings vs. anecdotal feedback.
3️⃣ Call out disagreements – If two people had wildly different takes, dig into why.
4️⃣ Decision time – Keep it binary. Hire or don’t hire? If not, why?
Having a fixed format stops dominant voices from taking over and ensures every opinion is heard before the decision is made.
Don’t Let a Single Voice Hijack the Room
Every debrief has The Dominator—the person whose opinion steamrolls everyone else’s.
Sometimes it’s the hiring manager, sometimes it’s a loud senior stakeholder, but if one person’s voice is dictating the decision, you have a problem.
Before the meeting, get a clear decision-making framework in place:
• Consensus-driven? Everyone gets equal say.
• Hiring manager final call? Then why have a debrief at all?
• Scorecard-led? The person with the best data wins.
If one person disagrees with everyone else, ask them why. If they can’t back it up with real feedback, don’t let their opinion derail the process.
Leave With a Clear Decision (Not a ‘Let’s Think About It’)
A debrief that ends in indecision means more delays, more interviews, and wasted time.
By the end of the meeting, you need a clear answer:
Yes = Offer the role. Assign an owner for next steps.
No = Document why and keep notes for future pipeline candidates.
Do they need more info? – What exactly do we need? Do NOT let this mean “more interviews just in case.”
Keep the meeting focused on closing the loop. Indecisive hiring teams are the biggest threat to time-to-hire.
TL;DR – Own the Debrief, Don’t Just Attend It
A bad debrief wastes time, introduces bias, and leads to poor hiring decisions.
A great debrief? It ensures fair, data-driven decisions that get the best hire in the door, faster.
✅ Prepare properly (bring ATS data, not just vibes).
✅ Spot and call out bias (because it’s always there).
✅ Stick to a structure (or risk chaos).
✅ Stop loud voices from taking over (hiring should be a team sport).
✅ End with a decision (not “let’s think about it”).
If TA leads the debrief effectively, the business makes better hiring decisions, and faster.
Luke Update
Howdy Denverians, Denverites? Den..ver ..people? I'll be at ETHDenver next week with Matter Labs showcasing the terrifying technology we are using to make the internet a place of freedom and prosperity.
I'll also be doing a wee collab with a certain TA superstar. Can't wait! ! If you are local and want to grab a chat, hit me up on LinkedIn!
Well... that's issue thirty seven! If you have any questions about it, or any feedback on this issue of The Data Driven Recruiter, grab me on LinkedIn for a chat.
I'll see you next week!