A new AI-driven platform from UnDesked targets one of manufacturing’s most pressing challenges. Industry analysts project a shortage of 3.8 million workers by 2033 — a gap that could carry a $1 trillion economic impact.

Rather than focusing on recruitment alone, UnDesked’s approach centers on a different premise — the workers needed to close the gap are already on the factory floor. The issue, the company argues, is that many are unable to fully engage with critical systems due to language barriers.

“Manufacturers don’t have a hiring problem as much as they have an access problem,” said Jeremy Jacobs, founder and CEO of UnDesked. “The workforce is already there. But if your systems only work in English, you’re effectively sidelining a significant portion of your operation every single day.”

The Manufacturing Labor Gap by the Numbers

According to labor data, roughly one in five manufacturing workers in the United States is foreign-born. Analysts expect immigrants to account for 97% of net workforce growth by 2030.

Meanwhile, 26% of the current manufacturing workforce is 55 or older and nearing retirement. And 82% of manufacturers report being unable to increase revenue due to labor shortages.

How the Platform Works

UnDesked’s platform uses artificial intelligence to translate operational systems into workers’ native languages in real time. Those systems span safety, compliance, quality, maintenance, HR, and production.

The platform works across kiosks, QR codes, mobile devices, SMS, and digital signage. Workers need no app downloads and no company email accounts to access it.

Language Barriers as a Systemic Operations Problem

The company positions language as a systemic constraint rather than an isolated HR issue. UnDesked data shows that language barriers contribute to 25% of workplace accidents. Misunderstandings in work instructions and maintenance procedures drive scrap, rework, and unreported equipment issues.

“Language barriers don’t show up as a single line item on a P&L,” Jacobs said. “They show up everywhere — safety incidents, quality defects, missed maintenance, turnover. It’s one root cause creating six simultaneous failures across the plant.”

Compliance and the Real Cost of the Manufacturing Labor Gap

Federal safety requirements mandate that training and procedures reach workers in a language they understand. Serious violations carry fines up to $16,131. Willful violations reach as high as $161,323.

Language gaps create risk beyond safety fines. Missed benefits enrollment, incomplete onboarding, and misunderstood HR documentation expose companies to legal liability.

Communication breakdowns on the plant floor also drive production slowdowns and missed capacity targets. In Q3 2024, 20.6% of manufacturing plants failed to reach full production capacity, with language as a contributing factor.

Retention Numbers That Change the Math

UnDesked highlights strong retention advantages when manufacturers remove language barriers for immigrant and refugee workers. Refugee workers show an average annual turnover rate of 4%, against an industry average of 11%.

That gap saves manufacturers an estimated $5,200 per retained worker each year. Replacement costs across the sector run from $10,000 to $40,000 per employee.

“When workers can actually understand safety protocols, onboarding, and daily instructions, everything changes,” Jacobs said. “They don’t just stay longer — they perform better, they engage more, and they become the most reliable part of your workforce.”

What the Platform Delivers Day to Day

Companies update content once in English. The AI handles translation and instant distribution across every supported language. That process covers safety protocols such as LockOut/TagOut procedures, compliance documentation, quality specifications, maintenance requests, and onboarding materials.

Workers who use systems in their native language drive measurable results. UnDesked reports maintenance response time improvements of up to 45%, alongside productivity and retention gains.

Unlocking the Workforce Already on Your Floor

Manufacturers face tighter labor markets and growing operational complexity. Solutions that improve workforce utilization are drawing real attention. UnDesked’s model makes the case that closing communication gaps can unlock existing labor capacity without relying solely on new hiring.

“The industry keeps looking outside for the solution,” Jacobs added. “But the fastest, most cost-effective way to close the labor gap is to unlock the workforce you already have.”

Automation and workforce development remain central to long-term manufacturing strategy. But tools that sharpen day-to-day execution on the plant floor may prove just as critical to closing the gap between available labor and operational performance.