Avionté’s AI Matching Agent helps staffing recruiters find more of the right talent already in their database. It evaluates candidates against open jobs, surfaces potential matches, and explains why they match, giving recruiters a broader starting point for every search and more opportunities to re-engage talent they already know.
69% of U.S. employers report struggling to find the skilled talent they need. For staffing agencies, that puts even more pressure on recruiters to find qualified people quickly.
But when a new job opens, the answer isn’t always another job board search or another round of sourcing. Sometimes, the right candidate is already someone your agency knows.
The challenge is finding them.
AviontéBOLD’s AI Matching Agent automatically matches open jobs with candidates already in your ATS, surfacing potential fits and explaining why they match. Instead of starting every search from scratch, recruiters get a broader look at the talent they already have and a prioritized starting point for deciding who to pursue. That means more of your existing talent gets a chance to work for you again, while recruiters spend less time searching and more time recruiting.
Recruiters can search their databases by skills, location, availability, pay, certifications, and countless other criteria. But every search takes time, and every search depends on knowing what to look for.
That becomes harder as a database grows.
A candidate who just finished a warehouse assignment may be ready for another placement. A nurse who recently added a certification may now qualify for a new role. A candidate who previously passed because of the schedule may now be available. And a reliable worker who has successfully completed several assignments may be exactly the kind of talent a new client needs.
Candidate relationships shouldn’t end when an assignment does. The people your agency has already recruited, placed, and built trust with are an important source of future talent. Re-engaging them keeps those relationships active and gives candidates more reasons to stay connected to your agency.
As databases and teams grow, the process can also become inconsistent. One recruiter may immediately think of a candidate another recruiter would never consider. The result is that the quality and breadth of a search can depend as much on individual knowledge as it does on the information already in the system.
That has real business implications. Recruiter time gets spent searching instead of talking to candidates, developing client relationships, and moving jobs forward. Agencies may turn to external sourcing before fully exploring the talent they already have.
Your candidate database is more than a record of people you’ve recruited before. It’s an existing source of talent, relationships, and future placements. The challenge is putting it to work.
AI Matching Agent is an AI-powered candidate matching tool for staffing agencies, built directly into AviontéBOLD. It automatically evaluates candidates in your database against open jobs and surfaces potential matches for recruiters to review.
Instead of starting with the candidates a recruiter already has in mind, Matching Agent starts with the job and looks across the database for people who could be a fit. It considers multiple factors, including skills and position, location, pay, resume keywords, and previous company history. Organizations can establish default weighting for these criteria, giving recruiting teams a consistent starting point. Recruiters can still adjust the weighting for an individual job when a particular qualification matters more for that opportunity.
The result is a broader starting point for every search, without asking recruiters to manually build that starting point themselves.
Finding a potential match is only part of the equation. Recruiters also need to understand why someone surfaced.
Each recommendation includes a Match Reason that highlights the factors contributing to the match. Recruiters can see the context behind the recommendation and use their own experience to determine whether the candidate makes sense for the job. That’s an important distinction. Matching Agent isn’t making the placement decision. It gives recruiters more candidates to consider and more information to work with. The recruiter still decides who is worth pursuing, what questions to ask, and whether the candidate is right for the specific client, job, and situation.
Finding a candidate is only the beginning. Once recruiters identify people they want to pursue, they need to turn that match into a conversation.
Recruiters can narrow Matching Agent results using existing saved searches built around the criteria that matter to their team, such as talent status, certifications, office, or E-Verify case status. From there, they can take familiar recruiting actions, including emailing candidates, adding them to a pipeline, nominating them, or moving them into onboarding.
That creates an important connection between matching and engagement. A candidate who has worked with your agency before doesn’t need to be treated like a brand-new lead. Your team may already know their work history, preferences, experience, and past performance. A new opportunity gives you a reason to reconnect and continue that relationship.
Matching Agent helps your team get more value from the recruiting work it has already done by identifying where existing candidates may fit the next opportunity.
The value of AI Matching Agent isn’t simply that it can find candidates faster. It’s what broader access to your staffing database can mean for the business.
Every open job creates another opportunity to put your candidate database to work. Instead of relying on a recruiter’s starting point or manually constructing a search, Matching Agent looks across the broader ATS database for potential fits. That can bring candidates back into the conversation who might otherwise remain inactive between assignments or opportunities.
Your agency has already invested time in recruiting, screening, placing, and building relationships with candidates. Those relationships have value beyond a single assignment.
Matching Agent helps keep them in play by connecting candidates your agency already knows with new opportunities they may be a fit for. That can turn past interactions into new conversations, new placements, and stronger candidate relationships.
Searching a talent database is necessary, but it isn’t where a recruiter’s experience creates the most value. Recruiters bring judgment to candidate conversations. They understand client preferences, know which details matter for a particular role, recognize when someone is worth a call, and build the relationships that ultimately lead to placements.
Reducing the manual work involved in finding potential candidates gives them more time to do that work.
Building a candidate database is a long-term investment. Every applicant, placement, assignment, skill, certification, and interaction adds to the knowledge your agency has about its talent.
When a recruiter opens Candidate Management for a job, Matching Agent can evaluate that broader pool of talent and identify potential fits. Instead of becoming a larger archive to search through, your staffing ATS can become a more active source of candidates for every new job.
Different recruiters bring different experiences, networks, and knowledge of the candidate database. That’s part of what makes a strong recruiting team valuable, but it can also mean two recruiters approach the same job very differently.
Matching Agent gives teams a consistent way to start the search while still allowing recruiters to apply their own judgment and adjust priorities for individual jobs.
Matching Agent isn’t a separate sourcing database or another recruiting tool recruiters have to learn. It’s built directly into AviontéBOLD, where candidate information, job details, recruiting history, and workflow already come together.
That integration matters. The value of candidate matching isn’t simply identifying someone who looks good on paper. Recruiters need the context around that candidate and the ability to act on the opportunity.
With Matching Agent, the process stays connected: job, match, reasoning, recruiter judgment, and action.
Matching Agent is enabled by default and requires no setup to get started. Organizations that choose not to use AI-driven matching can disable the capability.
Staffing has always been a relationship business built on human judgment. The best recruiters don’t succeed because they can remember every candidate in a staffing ATS. They succeed because they know how to understand a job, recognize potential, build relationships, and make decisions.
AI can help with the part that doesn’t require that human judgment. AI Matching Agent looks across the database, surfaces potential matches, and explains why they matched. Recruiters decide which candidates are worth pursuing and what happens next.
In a market where employers are struggling to find skilled talent, staffing agencies can’t afford to overlook the people they already know. The next great candidate may not require another sourcing campaign or another job board search. They may already be in your ATS.
AI Matching Agent helps make sure your team has a better chance of finding them, reconnecting with them, and turning that existing relationship into the next opportunity.
Visit our Knowledge Base or schedule a demo to learn more.
WorkN is now Avionté Mobile. Building on the power and functionality of WorkN’s talent mobile app, Avionté Mobile is built for the high-volume staffing and recruiting industry.
