How One Warehouse Ditched Scanners and Saw a 44% Drop in Errors
Research by:
Chirag Sankhat
Android XR
Aug 25, 2025


Do you remember a time when getting directions meant unfolding a giant, complicated map? Now, we rely on a simple app on our phones that tells us exactly where to go. A similar change is happening in warehouses across India. For years, warehouse workers have had to juggle printed lists, handheld scanners, and heavy items, leading to mistakes and fatigue. This isn't just a minor inconvenience; it can slow down operations, increase costs, and put a strain on the people doing the work.
This blog post will show you how a new solution is making a huge difference. We'll dive into a real-world case study of a warehouse that used smart glasses and AI to completely change the way they work. We'll show you how they reduced errors, sped up their processes, and made their jobs safer and less stressful.
A Maze of Manual Tasks
Warehouse operations are all about speed and accuracy, but many facilities still rely on old-school methods. Workers have to memorize complex layouts, double-check item IDs against printed sheets, and manually scan every barcode. This constant back-and-forth between scanning, checking, and walking takes a toll. It’s no surprise that this repetitive work leads to a lot of mistakes and tired employees.
Research across 34 warehouses in major Indian cities like Pune and Ahmedabad revealed some clear issues. During busy times, an average picker made 7-9 navigation mistakes a day. Over 80% of workers found their traditional tools frustrating , and supervisors spent nearly a third of their time just helping people find items. It was a clear sign that a better solution was needed.
A Hands-Free Solution for Faster Fulfillment
To tackle these problems, a new system was developed using
Android XR glasses and Gemini AI. The idea was to create a tool that put all the necessary information right in front of the worker's eyes, without them ever having to lift a finger or look at a screen.
This system has a few key features that make all the difference:
Heads-Up Directions: The smart glasses guide workers to the right location with simple, clear arrows right in their line of sight. No more printed maps or handheld devices.
Automatic Scanning: The built-in AI automatically scans and confirms items as the worker picks them, instantly validating that it's the correct item and quantity for the order.
Smart Route Planning: The AI constantly updates the best path for a worker to follow, helping them move more efficiently around the warehouse.
Error Alerts: If a worker accidentally grabs the wrong item, the glasses give an immediate alert with a red highlight and a gentle vibration.
A real-world story from a warehouse in Surat during the busy Navratri season shows how powerful this can be. The warehouse, which typically relied on temporary staff and handheld scanners, was struggling with high error rates. By giving 12 pickers the new XR glasses for a 10-day pilot, they saw a massive shift.
Navigation errors dropped dramatically, and even new seasonal workers were picking accurately within their first two days. Orders were shipped 20% faster, and the company didn't have to hire extra staff just to fix mistakes.
As one warehouse worker in Pune said,
“I don’t have to keep checking my sheet or scanner. Just look and pick, it shows me everything.”
The results from a pilot test simulation were just as impressive:
31% increase in pick speed
44% reduction in item-picking errors
62% faster training time for new hires
23% improvement in worker satisfaction
Key Takeaways for Smarter Operations
The success of this case study offers a clear blueprint for any business looking to improve its efficiency. The principles behind this solution are simple but powerful:
Make it Hands-Free: By removing the need for handheld devices, you free up a worker's hands and mind to focus on the task at hand. This reduces physical strain and mental clutter.
Build Confidence with Real-Time Feedback: The system provides instant, gentle feedback that prevents errors before they happen, making workers feel supported and confident, not judged.
Prioritize People, Not Just Productivity: The goal was not just to make the process faster, but also to make the job itself easier and safer. The result was higher job satisfaction and fewer mistakes.
Keep it Simple: The technology "disappears into the background" , guiding the worker with simple arrows and voice commands, making it incredibly easy to use, even for new staff.
A Smarter Way Forward
This case study proves that technology, when designed with people in mind, can solve deep-rooted problems in a way that benefits everyone. The Android XR glasses and Gemini AI system didn't just redesign a process; they reimagined the entire warehouse experience. By making work more intuitive, safer, and more efficient, this kind of technology is a major step toward building a smarter, more adaptable future for logistics in India's fast-growing digital economy.
Do you remember a time when getting directions meant unfolding a giant, complicated map? Now, we rely on a simple app on our phones that tells us exactly where to go. A similar change is happening in warehouses across India. For years, warehouse workers have had to juggle printed lists, handheld scanners, and heavy items, leading to mistakes and fatigue. This isn't just a minor inconvenience; it can slow down operations, increase costs, and put a strain on the people doing the work.
This blog post will show you how a new solution is making a huge difference. We'll dive into a real-world case study of a warehouse that used smart glasses and AI to completely change the way they work. We'll show you how they reduced errors, sped up their processes, and made their jobs safer and less stressful.
A Maze of Manual Tasks
Warehouse operations are all about speed and accuracy, but many facilities still rely on old-school methods. Workers have to memorize complex layouts, double-check item IDs against printed sheets, and manually scan every barcode. This constant back-and-forth between scanning, checking, and walking takes a toll. It’s no surprise that this repetitive work leads to a lot of mistakes and tired employees.
Research across 34 warehouses in major Indian cities like Pune and Ahmedabad revealed some clear issues. During busy times, an average picker made 7-9 navigation mistakes a day. Over 80% of workers found their traditional tools frustrating , and supervisors spent nearly a third of their time just helping people find items. It was a clear sign that a better solution was needed.
A Hands-Free Solution for Faster Fulfillment
To tackle these problems, a new system was developed using
Android XR glasses and Gemini AI. The idea was to create a tool that put all the necessary information right in front of the worker's eyes, without them ever having to lift a finger or look at a screen.
This system has a few key features that make all the difference:
Heads-Up Directions: The smart glasses guide workers to the right location with simple, clear arrows right in their line of sight. No more printed maps or handheld devices.
Automatic Scanning: The built-in AI automatically scans and confirms items as the worker picks them, instantly validating that it's the correct item and quantity for the order.
Smart Route Planning: The AI constantly updates the best path for a worker to follow, helping them move more efficiently around the warehouse.
Error Alerts: If a worker accidentally grabs the wrong item, the glasses give an immediate alert with a red highlight and a gentle vibration.
A real-world story from a warehouse in Surat during the busy Navratri season shows how powerful this can be. The warehouse, which typically relied on temporary staff and handheld scanners, was struggling with high error rates. By giving 12 pickers the new XR glasses for a 10-day pilot, they saw a massive shift.
Navigation errors dropped dramatically, and even new seasonal workers were picking accurately within their first two days. Orders were shipped 20% faster, and the company didn't have to hire extra staff just to fix mistakes.
As one warehouse worker in Pune said,
“I don’t have to keep checking my sheet or scanner. Just look and pick, it shows me everything.”
The results from a pilot test simulation were just as impressive:
31% increase in pick speed
44% reduction in item-picking errors
62% faster training time for new hires
23% improvement in worker satisfaction
Key Takeaways for Smarter Operations
The success of this case study offers a clear blueprint for any business looking to improve its efficiency. The principles behind this solution are simple but powerful:
Make it Hands-Free: By removing the need for handheld devices, you free up a worker's hands and mind to focus on the task at hand. This reduces physical strain and mental clutter.
Build Confidence with Real-Time Feedback: The system provides instant, gentle feedback that prevents errors before they happen, making workers feel supported and confident, not judged.
Prioritize People, Not Just Productivity: The goal was not just to make the process faster, but also to make the job itself easier and safer. The result was higher job satisfaction and fewer mistakes.
Keep it Simple: The technology "disappears into the background" , guiding the worker with simple arrows and voice commands, making it incredibly easy to use, even for new staff.
A Smarter Way Forward
This case study proves that technology, when designed with people in mind, can solve deep-rooted problems in a way that benefits everyone. The Android XR glasses and Gemini AI system didn't just redesign a process; they reimagined the entire warehouse experience. By making work more intuitive, safer, and more efficient, this kind of technology is a major step toward building a smarter, more adaptable future for logistics in India's fast-growing digital economy.