Why light industrial staffing firms can’t afford to wait on AI
If you run a light industrial staffing firm, you already know the pace. Candidates flood in from job boards, contact information is unreliable, no-call no-shows are a constant, and your recruiters are sprinting just to keep up. The last thing you have time for is a complicated technology rollout.
So when AI comes up, the reaction is understandable: we’re already moving as fast as we can.
How does this fit into what we do?
It’s a fair question. And two staffing leaders who asked it a year ago now have answers worth hearing.
Marissa Marinelli, senior manager of quality and innovation at HTI, and Steven Popovich, director of operational enablement at Employment Solutions of New York (ESNY), both run clerical and light industrial operations. Both have been on Bullhorn Amplify for roughly a year. Neither had a clean, perfectly prepared rollout. And both will tell you the same thing: start now, because the firms that haven’t are already behind.
Your candidates will surprise you
The fear that stops most light industrial firms from moving forward on AI isn’t about technology. It’s about their candidates.
Warehouse workers, forklift operators, and assembly line employees are often skeptical of navigating web pages or typing responses into an application. If they struggle with a standard online form, how are they going to respond to an AI screener?
The answer, it turns out, is that they engage enthusiastically.
Amplify’s screener uses voice-to-text, which means candidates have a conversation rather than fill out a form. For a population that’s historically resistant to web-based processes, that distinction matters enormously.
“We were so afraid the screener would just be another frustrating part for them, but it was the complete opposite. It’s a voice agent talking to them as if they’re having a conversation with someone.”
— Steven Popovich, director of operational enablement, ESNY
The numbers backed it up. HTI tracked candidate satisfaction scores at the end of each screening session and found scores stayed above 4.5 out of 5. Their industrial candidates didn’t just tolerate the screener. They rated it higher than HTI’s professional division candidates did.
If you’ve been holding back because you’re worried your candidates won’t engage, that concern is worth revisiting.
You’re missing candidates you already have
Here’s a reality most light industrial firms live with: when 100 candidates apply for 15 spots, roughly 70 of them never hear from anyone.
That’s not a criticism. It’s math. Recruiters prioritize, classes or open roles get filled, and the rest of the applicant pool goes cold. But those candidates are still in your database. They still applied. And at least some of them are qualified for the next opening.
Amplify changes the equation by making it possible to contact everyone, not just the candidates who make the cut today.
“We were able to contact people immediately who we never would have spoken with. We’re able to cut down on the volume of not-the-best-quality candidates and really focus on those quality candidates.”
— Marissa Marinelli, senior manager of quality and innovation, HTI
A secondary benefit that shows up quickly is call volume drops. A significant portion of inbound calls to light industrial firms are candidates checking on their application status. When Amplify reaches out to them first, immediately after they apply, those calls stop coming in because candidates already know where they stand.
The top of your funnel stays warm, your recruiters’ phones get quieter, and the candidates you couldn’t place today are easier to redeploy when the right job opens up.
Your recruiters spend less time on the wrong candidates
High candidate volume is only an advantage if your team can move through it efficiently. When recruiters spend the bulk of their day sorting applications manually, the quality conversations that actually lead to placements don’t get enough time.
Amplify addresses this at the point where it hurts most, during applicant review.
When candidates come through the screener, recruiters receive an enriched data set that includes a summary of what the candidate said, what aligned with the job description, and what didn’t. Follow-up questions are flagged automatically. Validation scores help prioritize who to move forward. The result is that the decision on a candidate takes significantly less time.
Popovich’s team saw time to submission decrease as a direct result, but the outcome he didn’t expect was harder to quantify.
“I genuinely feel our salespeople and recruiters are having better quality conversations with the candidates and clients they’re calling. You think AI is automating it and becoming too computery, but I feel like it’s allowing my team to connect with people better.”
— Steven Popovich, director of operational enablement, ESNY
That’s the trade Amplify makes possible: less time managing volume, more time doing the work that actually requires a human.
How to start without blowing up your workflow
Neither HTI nor ESNY had everything figured out before they launched. Marinelli will be the first to say their data wasn’t perfectly clean going in. Popovich will tell you they changed their strategy multiple times in the first six months. Both of them will say: start anyway.
A few things they’d tell you to do differently:
- Get leadership aligned before you launch. Not just executive sign-off, our middle managers needed to understand why this is happening and what it means for their teams. Without that, adoption stalls at the branch level.
- Don’t over-control the screener rollout. HTI went branch by branch, trying to manage the process carefully. Looking back, Marinelli says they could have pushed it out faster and let it run. The screener works. Trust it.
- Expect back-end setup time. Amplify is highly configurable, which means there’s real setup work involved. You’re teaching the system how your company operates: your terminology, your priorities, your candidate questions. That upfront investment pays off once the system is running.
- Start building prompts early. The Amplify chat tool lets recruiters ask plain-language questions about their pipeline, including who’s in process, how long they’ve been sitting, and whether there are duplicates in the system. The teams that get the most value build those prompts into their daily workflow.
- Name your screener. HTI’s is Sandy. ESNY’s is Carl. It sounds like a small thing, but it changes how recruiters and candidates relate to the tool. It becomes part of the team.
Giving back to applicants
HTI didn’t stop at using Amplify to support their existing recruiting operation. They used it to build an entirely new one.
The team launched a joint venture staffing model where Amplify handles the initial screening with no recruiter involvement at that stage. Candidates are screened, evaluated, and sent to clients, which is a workflow that simply didn’t exist before.
There’s also a use case that has nothing to do with placements at all. When candidates come in who aren’t a fit, whether it’s too little experience, wrong background or not what the client needs, HTI uses Amplify’s Present tool to build them a resume on the spot. It takes seconds. The candidate walks away with something useful even though HTI couldn’t place them.
It builds goodwill in the community, it keeps the candidate’s information active in the database, and it turns an otherwise dead-end interaction into a candidate who remembers you when they’re ready to work again.
The window to get ahead is now
Both Marinelli and Popovich point to Engage as the moment they decided to move forward. The message they took away was simple: if you’re not starting now, you’re already behind.
A year later, they’re still iterating. Metrics are still being defined. Processes are still evolving. That’s not a sign the technology isn’t working. It’s a sign they’re getting more out of it every month.
Amplify was built for environments like light industrial staffing, where volume is high, pace is fast, and candidates need to be contacted immediately, or not at all. The firms using it are moving faster, reaching more candidates, and giving their recruiters the time to do work that actually requires human judgment.
The question isn’t whether AI fits into light industrial staffing. It does. The question is how much longer you want to wait to find out.
Ready to see how Amplify works for firms like yours? Learn more about how Bullhorn Amplify can help you start small, move fast, and unlock the power of AI in your workflow.
