For the past few years, artificial intelligence has rapidly reshaped how people work — but mostly in one place: the office.

From AI assistants helping draft emails to tools that automate coding and digital workflows, the current wave of AI innovation has largely focused on people sitting behind desks.

But the global workforce tells a very different story.

Nearly 80 percent of the world's workforce does not sit behind a desk. These individuals operate in environments where work happens in motion — on factory floors, in hospitals, on construction sites, across logistics hubs, and in field operations that maintain the systems our economies depend on.

• Technicians repair industrial machines.

• Engineers diagnose complex infrastructure.

• Healthcare professionals perform life-critical procedures.

• Operators manage equipment that keeps supply chains moving.

Yet despite the importance of these roles, most digital tools — and even most artificial intelligence systems — have historically been designed around desk-based workflows.

The Intelligence Gap in Frontline Work

For decades, frontline workers have relied on fragmented systems to access information and solve problems.

• Operational manuals sit in binders or static documents.

• Critical knowledge often lives inside the heads of experienced workers.

• Troubleshooting complex issues frequently requires phone calls, guesswork, or waiting for expert support.

In environments where equipment downtime, safety risks, or operational delays carry real consequences, these limitations can significantly impact productivity.

As industries grow more complex and experienced workers retire, the challenge of scaling expertise is becoming even more visible.

This gap — between digital intelligence and real-world operations — represents one of the most significant opportunities for the next phase of AI.

When AI Moves Beyond the Desk

A new category of enterprise technology is emerging at the intersection of artificial intelligence and extended reality (XR).

Instead of requiring workers to step away from equipment to search for information, these technologies bring contextual guidance directly into the environment where tasks are performed.

Using devices such as smart glasses, mobile phones, and tablets, XR systems can overlay step-by-step instructions, diagnostics, and collaboration tools onto the physical world.

When combined with AI, these systems can interpret operational data, surface relevant knowledge, and help workers make decisions in real time.

Rather than replacing human expertise, the goal is to augment human capability at the moment of work.

The Opportunity in the Deskless Economy

Industries such as manufacturing, healthcare, logistics, aviation, and energy all rely heavily on skilled frontline professionals.

Yet many of these sectors are facing mounting challenges:

• Increasing complexity of machines and infrastructure

• Shortages of experienced technicians and operators

• Rising safety and compliance requirements

• Knowledge loss as skilled workers retire

Technology that can capture expertise, deliver guidance in context, and support decision-making in real time could dramatically improve how these industries operate.

If the first wave of AI transformed digital productivity, the next wave may transform how work happens in the physical world.

Founder Perspective

According to Ankush Jagga, founder of UnfoldXR, the next chapter of AI will depend on how effectively it supports the people closest to real-world systems.

As industries continue to modernize and operational complexity increases, technologies designed for the frontline workforce may become one of the most important areas of enterprise innovation.

About UnfoldXR

UnfoldXR is building AI-powered extended reality software designed to support the world's frontline workforce — the nearly 80 percent of workers who operate away from desks in environments such as factories, hospitals, logistics hubs, and field operations.

The platform combines artificial intelligence with XR interfaces across smart glasses, mobile devices, and tablets to deliver contextual guidance, diagnostics, compliance support, and remote expert collaboration directly into the moment of work.

By enabling workers to access operational intelligence in real time, UnfoldXR helps organizations reduce errors, accelerate troubleshooting, and scale expertise across teams.

At the heart of the company's vision is the 1 Million Productivity Leap — an ambition to empower millions of frontline professionals worldwide to perform complex work more efficiently, safely, and confidently through AI-enabled operational intelligence.