One year later: RecruitMilitary is changing what employers can see in military talent

About RecruitMilitary

RecruitMilitary has spent more than 30 years connecting U.S. transitioning service members, veterans, and military spouses with the employers who want to hire them. Through nationwide career fairs, a military-focused candidate database, and a community of nearly two million, the company is trusted on both sides of the hiring table.

Tim Best, a U.S. Army veteran who leads RecruitMilitary as CEO, kept running into the same structural problem. Employers told his team they wanted veteran talent and meant it. Then their recruiting systems, built to match titles against titles, quietly passed those candidates over. The gap was not intent nor was it supply. It was recognition. A year ago, RecruitMilitary set out to test whether AI could close it, and partnered with Findem to find out.

Talent was never the problem

A veteran may have led teams through deployments, maintained equipment worth more than the plant they now want to work in, coordinated logistics across three time zones, analyzed intelligence under deadline, or enforced safety standards that carried real consequences. None of that experience arrives in a resume database wearing a civilian job title.

That is where traditional recruiting loses them. A recruiter searching for "operations manager" gets candidates whose titles match the words, not those who have done the work. The mismatch intensifies: the veteran assumes the door is closed, the employer assumes the pipeline is thin, and both conclusions are wrong.

“Through the platform, we have hired 13 professionals so far. Many brought valuable military experience that translated seamlessly into our operations, allowing them to contribute quickly and effectively. Veteran Talent Source has expanded our access to talent and delivered meaningful hiring results.”
- TA Leader, Aggreko

“The energy industry depends on skilled professionals who can lead in complex, high-consequence environments. Veteran Talent Source has helped Southern Company uncover military talent whose experience closely aligns with those demands. By focusing on capabilities, leadership, and potential rather than military job titles alone, the platform has enhanced our ability to attract veterans who can make an immediate impact across our organization.”
- Josh Deason, Military Recruiter, The Southern Company

RecruitMilitary had the community and the expertise to make the translation. What it needed was a way to do that translation inside the systems where hiring decisions actually get made.

What each company brought to the partnership

Veteran Talent Source launched as a co-created product rather than a technology license. RecruitMilitary contributed three decades of military hiring expertise, its employer relationships, and a candidate community no general-purpose database can replicate. Findem contributed the AI infrastructure for people-centric work: a labeling engine that turns unstructured people data into verified signals about capability, and attribute-based search that lets a recruiter look for what someone has done instead of what their last job was called.

Military-to-civilian translation is not a filter applied after the search runs. Expert-labeled Success Signals encode it into the data before the recruiter ever opens a search box, so that leading a battalion's operations reads as cross-functional program management and running a 5,000-person organization's logistics reads as the operational depth a hiring manager is looking for.

In June, the two companies extended that foundation with a veteran people intelligence dataset, pushing military talent visibility beyond VTS and into the wider set of systems and workflows employers already hire with. Together, RecruitMilitary and Findem have surfaced 491K distinct profiles.

Four lessons from a year of AI-powered military hiring

Better AI starts with better context

A model that recognizes words on a resume is not the same as a model that understands the experience behind them. The accuracy of every match traces back to how well the underlying data captures what a service member actually did.

Employers need help seeing capability differently

Military-to-civilian translation gets framed as the candidate's burden, as though the veteran should learn to describe themself in terms a keyword search will accept. Year one made the opposite case. The systems can carry more of that work, and the employers using them can ask better questions.

Technology only works when recruiters trust it

A recommendation a recruiter cannot explain is a recommendation a recruiter will not act on. Showing why a candidate surfaced turned out to matter as much as surfacing the right candidate.

Human judgment matters more, not less

AI widened the pool and sharpened the information. Recruiters still build the relationships, read the context, and make the call.

“Behind every military résumé is a person who has led, sacrificed, adapted and developed skills that don't always fit neatly into a civilian job description. For too long, we've asked veterans to do all the work of translating that experience. I believe employers and the technology they use have a responsibility to meet them halfway. That's what makes this partnership with Findem so meaningful. We're using AI to help employers see what they might otherwise miss, but technology will never replace the human connection that turns an opportunity into a career. The goal isn't just to find a veteran a job. It's to make sure their experience is understood, their potential is recognized and they have a real opportunity to succeed.”
- Tim Best, CEO, RecruitMilitary

What a title search misses

Consider a military maintenance leader who has never held the title "Operations Manager." They have led a team of 18, managed a multimillion-dollar equipment inventory, run maintenance and parts logistics, held readiness standards through inspection cycles, trained new personnel, and made consequential decisions without waiting for permission. A title-based search returns nothing. An attributes-based search returns them near the top.

William & Mary's Raymond A. Mason School of Business found out what that difference is worth. Jonathan "JD" Due, Executive Director of the school's Center for Military Transition, had built veteran recruiting on relationships and military installation contacts, and had reached the limit of what those methods could reach.

“Word-of-mouth and personal relationships can only scale so far. The Veteran Talent Source allowed us to see the full veteran talent landscape at scale.”
- Jonathan Due, Executive Director, W&M Mason School of Business

VTS surfaced a population JD's prior process had no way to see: veterans already employed at regional companies who still held their benefits, whose schedules fit a part-time MBA, and who had simply never been asked. Roughly 26,000 existed in the potential pipeline, qualified and reachable, but invisible until the search stopped keying on titles. When the school's leadership needed to evaluate relocating that MBA program 40 miles, JD pulled a geographic analysis of veteran talent concentrations in the new corridor and had it in front of the dean the same day.

“Within 15 minutes, I was able to pull those Insights Reports, cross-reference the location, and put data-informed insight directly in front of the dean and our head of marketing. That's the moment I realized that VTS wasn't just a sourcing tool — it's a strategic asset.”
- Jonathan Due, Executive Director, W&M Mason School of Business

Innovation that makes hiring better, not only faster

The questions the partnership asks itself have shifted over the year, and they are less about speed than they were at the start. Does the technology actually understand military experience? Who might the system still overlook? Is AI widening the talent pool or quietly narrowing it? Do recruiters understand the recommendations they receive? Is the candidate experience improving alongside employer efficiency?

Those questions connect directly to RecruitMilitary's work on veteran representation in hiring technology and to Findem's approach to responsible AI. Neither company treats them as settled.

“The most meaningful thing about this partnership is how it was built. RecruitMilitary brought the relationships, the community, and thirty years of knowing what military experience looks like in practice. We brought the people intelligence to make that knowledge work at scale. Neither of us could have built Veteran Talent Source alone, and that is exactly why it works.”
- Hari Kolam, CEO, Findem

Year two: Making exceptional military talent harder to overlook

Year one answered the question RecruitMilitary set out to test. AI can help employers see military talent differently, and the evidence is in the candidates now reaching decision-makers who would not have reached them before.

Year two is about what happens after the match. RecruitMilitary is working to sharpen how military skills and attributes are recognized, expand employer adoption, fold in what a year of candidate and employer behavior has taught the system, and connect AI-powered discovery back to the human parts of the ecosystem it has always run: career fairs, candidate success, employer relationships, transition resources. The measure that matters is meaningful career outcomes, not hiring activity.

“Year one proved that AI can help employers see military talent differently. Year two is about turning that visibility into meaningful career outcomes. We're focused on three things: continuously improving how we identify and translate military experience, expanding access to this technology across more employers, and pairing AI-powered talent discovery with the human support that has always defined RecruitMilitary,” said Tim Best, CEO, RecruitMilitary. “We're not trying to make veterans fit into hiring technology that wasn't built with them in mind. We're making that technology better at recognizing what veterans already bring. Our measure of success won't be how many candidates we identify. It will be how many veterans find opportunities where their experience is valued, their potential is realized and they can build meaningful careers.”

The larger opportunity was never about running better searches. It is about changing how military experience is understood in the civilian workforce, one employer and one hire at a time. For RecruitMilitary, the work ahead is easy to name and hard to finish: make exceptional military talent impossible to miss.