You have more open roles than outbound hours. A few searches get a proper push into the market. The rest wait on inbound and hope the right person applies.

An autonomous outbound recruiting agent can take that work on. It finds people who haven’t applied, writes to them, follows up, and books a screening call with anyone who’s interested.

So which of your roles do you hand over? Which ones stay with a recruiter? And what does your team still own once an agent is running?

It’s tempting to start with the roles you care least about. We’d start somewhere else. An agent works from what you write down, so the roles to hand over are the ones you can describe, and that can include roles you care about a lot.

This guide walks through three tests you can run on any open role: whether the brief can be written down and checked, whether there are people to find who haven’t applied, and whether a booked screening call is the right point to take over.

By the end of it, you’ll know which roles to hand off, which to keep, and what your team holds onto either way.

What does an autonomous outbound recruiting agent do?

An autonomous outbound recruiting agent runs the outbound side of a search for you. You give it a role, and it does the work between that open role and a first conversation.

That work has four parts: researching prospective candidates, writing to people, following up, and booking a call with the ones who say yes.

What sets it apart is where the work stops. It doesn’t hand you a list to work through. The agents this guide covers do the contacting too, and their job ends when a call is on the calendar.

You’re still in it the whole way. You set the brief, you correct the search when it drifts, and you take the calls it books. Who moves forward stays your decision.

That leaves one decision before any of this starts: which searches to give it. Three tests settle most of them.

Can the brief be written down and checked?

Start with the brief, because the agent works from it. If the brief only lives in the hiring manager’s head, there’s nothing to work from.

Written down means the role exists outside that head: the must-haves, the trade-offs you’d accept, the backgrounds you’d rule out, and the reason a strong person would take the call. It doesn’t have to be polished. A rough description is enough to start, as long as you can correct it once you see what comes back. Our guide to writing a delegable hiring brief covers what goes in it.

Checked means you can look at the work and say whether it’s right. Pull ten profiles off the target list and read three of the messages. Can you say which people fit and why? Can the hiring manager?

If the answer is “I’ll know it when I see it,” keep the role until the brief is clearer.

Checked also means the hiring manager agrees with what’s written. In our 2026 AI & Hiring Alignment Report, recruiting leaders and hiring managers on teams that don’t use AI said 49% of their searches start with both sides agreed on what they’re hiring for.

Hand an agent a search where the two sides haven’t agreed, and the gap doesn’t go away. It turns up later as a target list the hiring manager doesn’t like, after the outreach has already gone out.

Once the brief holds up, the next question is whether there’s anyone out there to reach.

Can you find people who haven’t applied?

Outbound only works if there are people to reach who could do the job. Three kinds of role fail this test:

• Inbound already covers it. If a role pulls in plenty of qualified applicants, your bottleneck is reviewing the applicants you already have. Outreach only adds people to a pile your team can’t get through.
• You could list the candidates by name. When the whole market is a few dozen people and your recruiter knows most of them, there’s no research to do. The work is writing to the right ones well.
• The deciding criteria don’t show up anywhere. Some must-haves leave a trail, like a job title, a company, or a published project. Others, like how someone handles a difficult stakeholder, only come out in conversation. If those are what decide the role, research can’t sort for them.

A role passes when you can name the companies and jobs your next hire is probably sitting in today. If you can’t name them yet, sketch a quick talent map with the hiring manager before you decide.

If there’s a market to work, one test is left: where the agent hands the candidate back to you.

Is a booked screening call the right point to hand over?

An agent built this way hands the candidate back the moment they book a call. So the last test is whether that’s where you want to take over.

Our own outbound agent, fillmore, researches prospective candidates and builds target lists, writes personalized outreach, manages follow-up conversations, and books screening calls with interested candidates. It runs in Slack, where recruiters and hiring managers refine the search, review the pipeline, and redirect it. It never assesses, scores, ranks, or decides on a candidate, and its work ends when a screening call is booked.

If a recruiter screen is already the first step for the role, the handoff lands where you’d start anyway.

Whether a screen should come first is your team’s call. Three cases where you might decide it shouldn’t:

• The first conversation is a pitch. For a senior hire you’re courting, you may want the first call to be the hiring manager selling the role, with no screen in front of it.
• Your team can’t take more calls. If recruiters and hiring managers are already booked out, more screens on the calendar just wait. Fix that capacity first.
• Your process starts somewhere else. If your team always opens a role with a referral conversation or a portfolio review, you’ll want that step to come first.

Before you hand a role over, agree who takes the screens it books and how soon. For a structure for that first call, start with our recruiter phone screen guide.

A role that passes all three tests is ready to hand over. Some still shouldn’t go, though.

Which roles should you keep with a recruiter?

Some roles pass all three tests and still belong with a person. That’s a call about the search itself, and it’s your team’s to make.

Keep these with a recruiter:

• Confidential searches. When you’re replacing someone still in the seat, or hiring for a role that isn’t public yet, every message carries risk. Someone needs to judge who’s safe to approach.
• Searches where the first message needs a relationship owner. Some candidates should hear first from a person they’ll work with, like a founder or the head of the team. A message from anyone else starts the relationship in the wrong place.
• Tiny talent pools. When the market is a handful of people, every message lands with someone you may only get one chance with.
• Briefs that are still moving. A brand-new role, a hiring manager still working out what they want, or a reorganization mid-search. Keep it until the brief settles, then look again.

Keeping a role doesn’t mean doing every step by hand. You can still have a sourcer research candidates and keep the first message with the recruiter.

Zocdoc’s Chandler Martin made the case for running senior outbound like executive search on our 10x Recruiting podcast. That means every message is a scarce at-bat, and the outreach often comes from a senior leader instead of the recruiter. It’s a good listen before you decide which searches stay with you, and the episode recap has the main points.

With the tests and the exceptions in hand, you can sort your whole list.

How to sort your open roles.

You can sort your whole list of open roles in one sitting. Bring the hiring managers if you can, because half the answers are theirs.

List every open role and the outbound it gets today.

You can’t decide what to hand over until you can see where outbound is missing. For each role, write down whether it gets recruiter-led outreach, inbound only, or nothing at all right now.

Start with the roles getting nothing, because that’s where outbound is missing entirely. If you want a fuller picture of where the hours go, our outbound capacity audit walks through it.

Run the three tests on each role.

Work down the list and give each role a place. Here’s how a typical mix might sort:

Your mix will look different. Give every role a place and a reason, and write both down.

Agree the handoff before the first message.

The agent’s work ends at the booked call, so your team’s work has to start right there. Settle three things for each role you hand over.

Decide who takes the screens it books, and how soon after booking. Decide who reads the pipeline each week. And decide who can pause or redirect the search when the brief changes.

Read the first batch with the hiring manager.

The first target list is where the brief gets tested for real. Go through the first batch of profiles and messages together, while changing course is still cheap.

If the people look wrong, fix the brief first. A fix to the brief carries through to everyone found after it.

However your list sorts, some of the work never leaves your team.

What does your team keep either way?

Whichever roles you hand over, three things stay with you.

The screen comes first. The agent books the call, your recruiter takes it, and that’s where fit gets judged for the first time.

Then every hiring decision. Who moves forward, who gets an offer, and who doesn’t is your team’s call at every stage.

And a regular read of the pipeline. Look at who’s being contacted, who’s replying, and what the hiring manager thinks of the people landing on their calendar. Do it every week while the search runs.

If the people on the calendar aren’t the right ones, go back to the brief before you blame the agent. And if a role starts failing one of the three tests mid-search, take it back.

Our co-founder and chief executive, Siadhal Magos, put the recruiter’s side of this plainly on the HR Heretics podcast.

Now you know which roles to hand over and which to keep.